{"id":"W4414041887","doi":"10.1038/s44358-025-00084-3","title":"Integrating historical sources for long-term ecological knowledge and biodiversity conservation","year":2025,"lang":"en","type":"article","venue":"Nature Reviews Biodiversity","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Simon Fraser University","funders":"","keywords":"Biodiversity; Measurement of biodiversity; Sustainability; Biodiversity conservation; Perspective (graphical); Ecosystem; Action (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01423753,0.0006863821,0.0009458957,0.02407311,0.001680219,0.01004525,0.002340448,0.002129858,0.01572909],"category_scores_gemma":[0.04038421,0.0006060771,0.0004262099,0.0209177,0.00397776,0.02282931,0.006539225,0.002915474,0.001807354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004035093,"about_ca_system_score_gemma":0.004417963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005241768,"about_ca_topic_score_gemma":0.01714046,"domain_scores_codex":[0.9961498,0.001295743,0.0005084224,0.000484343,0.001367958,0.0001937646],"domain_scores_gemma":[0.9485603,0.0275606,0.005874643,0.007203761,0.009404167,0.001396556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001400598,0.0002084607,0.03309471,0.006578021,0.0008246663,0.001166055,0.006363986,0.002696307,0.001759358,0.1105988,0.02925909,0.8073105],"study_design_scores_gemma":[0.00002425941,0.00007600984,0.06172066,0.01500436,0.0006614549,0.001160661,0.01306527,0.002602057,0.001951181,0.3444012,0.5591066,0.0002262234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09762669,0.3875366,0.1175344,0.08892553,0.009178893,0.0002788736,0.01197398,0.0006497953,0.2862953],"genre_scores_gemma":[0.6876824,0.2195384,0.06569353,0.004860863,0.003375924,0.0002598887,0.007659917,0.0003695134,0.01055944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02407311,"threshold_uncertainty_score":0.0752961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0403226552040702,"score_gpt":0.2847798673714055,"score_spread":0.2444572121673353,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}