{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001490774,0.00004707421,0.0001203274,0.00001134139,0.00009404788,0.000003472329,0.00004600499,0.00002713084,0.00009482298],"category_scores_gemma":[0.0001149553,0.00002794913,0.00001283842,0.00003205656,0.001662475,0.00003353982,0.0001170171,0.00003010062,0.000002668504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005878464,"about_ca_system_score_gemma":0.000001868772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001571014,"about_ca_topic_score_gemma":0.0002583226,"domain_scores_codex":[0.9996656,0.00008126979,0.00008982576,0.00007801403,0.00003149901,0.00005381924],"domain_scores_gemma":[0.9995849,0.0002584317,0.00008210999,0.00005806975,0.00001034653,0.000006126045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001756314,0.000007053732,0.9963983,0.00001115877,0.00001533169,1.695529e-7,0.0006616751,0.000007736127,0.0007443469,0.001625717,0.0003125155,0.0001984874],"study_design_scores_gemma":[0.0002663149,0.00004242568,0.9936469,0.000004754382,0.00001024771,0.000001649424,0.001906495,0.0000710544,0.002676072,0.001079953,0.0002577319,0.00003640066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975585,0.0006081184,0.00004054911,0.0003978312,0.0000302534,0.00008421294,0.00001884023,0.000006444949,0.001255292],"genre_scores_gemma":[0.9984274,0.001183104,0.0002504911,0.00004987653,9.712624e-7,0.000002176753,0.000002578567,5.737647e-7,0.00008281229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002751344,"threshold_uncertainty_score":0.6125457,"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."}}