Index

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__version__ (in module living_review)

A

abstract (living_review.data_model.Paper attribute), [1] ACCEL_SYSTEM_VOCAB (in module living_review.config) accepted_papers() (in module living_review.relevance) adjudicate() (living_review.adjudicator.Adjudicator method) (living_review.adjudicator.LLMAdjudicator method) (living_review.adjudicator.NLIAdjudicator method) AdjudicationResult (class in living_review.adjudicator)

Adjudicator (class in living_review.adjudicator) append_scan_log() (in module living_review.logs) apply_gates() (in module living_review.gates) arxiv_categories (living_review.data_model.Paper attribute), [1] arxiv_id (living_review.data_model.Paper attribute), [1] ARXIV_PAGE_SIZE (in module living_review.config) arxiv_query_for_window() (in module living_review.fetchers) authors (living_review.data_model.Paper attribute), [1]

B

backfill_abstracts() (in module living_review.enrich)

C

canonical_ids() (in module living_review.utils) categories (living_review.data_model.Paper attribute), [1] classify_papers() (in module living_review.classifier) cmd_history() (in module living_review.cli)

cmd_migrate() (in module living_review.cli) cmd_review() (in module living_review.cli) cmd_run() (in module living_review.cli) compute_stats() (in module living_review.stats) curated (living_review.data_model.Paper attribute), [1]

D

date (living_review.data_model.Paper attribute), [1] DATE_WINDOW_DAYS (in module living_review.config) decision (living_review.adjudicator.AdjudicationResult attribute) (living_review.gates.GateResult attribute) dedup_papers() (in module living_review.dedup)

deduplicate() (in module living_review.utils) demote_others_only() (in module living_review.relevance) DETECTOR_ANALYSIS_TERMS (in module living_review.config) device_str() (in module living_review.classifier) doi (living_review.data_model.Paper attribute), [1] dual_semantic_scores() (in module living_review.classifier)

E

export_bibtex() (in module living_review.exporters) export_json() (in module living_review.exporters)

export_pdf() (in module living_review.exporters) export_pending_queue() (in module living_review.relevance)

F

fetch_arxiv() (in module living_review.fetchers) fetch_arxiv_metadata() (in module living_review.enrich) fetch_crossref() (in module living_review.fetchers) fetch_hal() (in module living_review.fetchers) fetch_inspire() (in module living_review.fetchers) fetch_openalex() (in module living_review.fetchers) fetch_pubmed() (in module living_review.fetchers)

fetch_semanticscholar() (in module living_review.fetchers) fetch_springer() (in module living_review.fetchers) first_author_key() (in module living_review.utils) FOREIGN_DOMAIN_TERMS (in module living_review.config) from_dict() (living_review.data_model.Paper static method) from_source() (living_review.data_model.Paper static method) FUZZY_TITLE_THRESHOLD (in module living_review.config)

G

GateResult (class in living_review.gates)

get_last_scan() (in module living_review.logs)

H

HARDWARE_CONTEXT_TERMS (in module living_review.config) has_machine_vocab() (in module living_review.gates)

has_ml_vocab() (in module living_review.gates) history (living_review.data_model.Paper attribute), [1]

I

id (living_review.data_model.Paper attribute), [1]

inspire_id (living_review.data_model.Paper attribute), [1]

K

key_for_dedup() (living_review.data_model.Paper method)

keywords (living_review.data_model.Paper attribute), [1]

L

last_updated (living_review.data_model.Paper attribute), [1] links (living_review.data_model.Paper attribute), [1] living_review module living_review.adjudicator module living_review.classifier module living_review.cli module living_review.config module living_review.data_model module living_review.dedup module living_review.enrich module living_review.exporters module

living_review.fetchers module living_review.gates module living_review.logs module living_review.migrate module living_review.pipeline module living_review.relevance module living_review.stats module living_review.utils module LivingReviewPipeline (class in living_review.pipeline) LLMAdjudicator (class in living_review.adjudicator) load_sem_model() (in module living_review.classifier) log_error() (in module living_review.logs)

M

MACHINE_SUBSYSTEM_VOCAB (in module living_review.config) main() (in module living_review.cli) make_session() (in module living_review.fetchers) (in module living_review.utils) merge_group() (in module living_review.dedup) merge_with() (living_review.data_model.Paper method) migrate() (in module living_review.migrate) ML_CONTENT_TERMS (in module living_review.config) model (living_review.adjudicator.AdjudicationResult attribute) module living_review living_review.adjudicator living_review.classifier living_review.cli living_review.config living_review.data_model living_review.dedup living_review.enrich living_review.exporters living_review.fetchers living_review.gates living_review.logs living_review.migrate living_review.pipeline living_review.relevance living_review.stats living_review.utils

N

NLI_HYPOTHESIS (in module living_review.config) NLI_MODEL (in module living_review.config) NLI_MODEL_REVISION (in module living_review.config) NLI_THRESHOLDS (in module living_review.config)

NLIAdjudicator (class in living_review.adjudicator) norm_arxiv_id() (in module living_review.utils) norm_doi() (in module living_review.utils) norm_space() (in module living_review.utils) notes (living_review.data_model.Paper attribute), [1]

P

Paper (class in living_review.data_model)

pending_papers() (in module living_review.relevance)

R

rank_pending() (in module living_review.relevance) reconstruct_openalex_abstract() (in module living_review.enrich) review (living_review.data_model.Paper attribute), [1] revision (living_review.adjudicator.AdjudicationResult attribute)

rule (living_review.adjudicator.AdjudicationResult attribute) (living_review.gates.GateResult attribute) run() (living_review.pipeline.LivingReviewPipeline method) run_funnel() (in module living_review.relevance)

S

score (living_review.adjudicator.AdjudicationResult attribute) score() (living_review.adjudicator.NLIAdjudicator method) set_review() (in module living_review.relevance) similar_title() (in module living_review.utils)

simplify_title() (in module living_review.utils) sources (living_review.data_model.Paper attribute), [1] status (living_review.data_model.Paper attribute), [1] status_rank() (in module living_review.data_model) strip_jats() (in module living_review.enrich)

T

title (living_review.data_model.Paper attribute), [1]

to_dict() (living_review.data_model.Paper method)

U

undecided_papers() (in module living_review.relevance)

V

venue (living_review.data_model.Paper attribute), [1]

venue_is_whitelisted() (in module living_review.gates) VENUE_WHITELIST_PATTERNS (in module living_review.config)

W

within_range() (in module living_review.utils)

Y

year (living_review.data_model.Paper attribute), [1]