{"id":"W1999071421","doi":"10.1016/s1631-0691(03)00045-3","title":"Conservation of endangered species and the patterns and propensities of biodiversity","year":2003,"lang":"en","type":"article","venue":"Comptes Rendus Biologies","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Biodiversity; Habitat destruction; Endangered species; Habitat; Ecology; Function (biology); Natural (archaeology); Construct (python library); Loss function; Biology; Evolutionary biology; Computer science; Phenotype","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001192965,0.0001688977,0.0001392796,0.002210256,0.0009629352,0.001988883,0.0006988408,0.0004265296,0.002034277],"category_scores_gemma":[0.008335439,0.0001646881,0.0001342075,0.002689494,0.006611258,0.001353288,0.0009341238,0.0005415017,0.00008204316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003589859,"about_ca_system_score_gemma":0.001332104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1309752,"about_ca_topic_score_gemma":0.2290847,"domain_scores_codex":[0.9995473,0.0001165468,0.00002229351,0.00006885955,0.0001529993,0.00009200798],"domain_scores_gemma":[0.9960772,0.001312174,0.001612048,0.0002481699,0.0004244228,0.0003259346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000157658,0.00004721664,0.8557205,0.0001750454,0.0001374505,0.0004789029,0.003905653,0.01059167,0.001380346,0.0687492,0.001537734,0.05711871],"study_design_scores_gemma":[0.000003760563,0.00002645388,0.9499784,0.00004218869,0.0000197403,0.0004031096,0.002262589,0.002150205,0.0001641719,0.04141947,0.00351203,0.00001802603],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571227,0.004336858,0.002011911,0.00246004,0.00001466723,0.00001159832,0.0003025473,0.00001999737,0.03371958],"genre_scores_gemma":[0.9985033,0.0007792545,0.0002829846,0.00003628316,0.000005577798,0.000002017491,0.00005061596,0.000001691755,0.0003381435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1309752,"threshold_uncertainty_score":0.2604257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504384205285535,"score_gpt":0.204972074377702,"score_spread":0.1799282323248467,"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."}}