{"id":"W2039063084","doi":"10.1038/35087661","title":"Global amphibian population declines","year":2001,"lang":"en","type":"article","venue":"Nature","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; University of Ottawa","funders":"","keywords":"Amphibian; Extant taxon; Geography; Ecology; Population; Statistic; Biology; Demography; Evolutionary biology; Statistics","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":[0.0004395977,0.0003279174,0.000198284,0.0005178117,0.0002899581,0.0009260054,0.000252396,0.0003959258,0.02114773],"category_scores_gemma":[0.001091098,0.0001084891,0.0002006545,0.0008132043,0.0006989877,0.001190315,0.000829917,0.0004765915,0.002433294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004767058,"about_ca_system_score_gemma":0.0005423371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00444512,"about_ca_topic_score_gemma":0.009429405,"domain_scores_codex":[0.9998734,0.00001742069,0.000005931534,0.00003455258,0.00004128491,0.0000274081],"domain_scores_gemma":[0.9996272,0.00003114346,0.00009885974,0.00004209813,0.0001463055,0.00005432163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000254855,0.0001092438,0.4712009,0.0005537436,0.0002171431,0.000454447,0.001568034,0.003306105,0.02084644,0.02916905,0.06756828,0.4047519],"study_design_scores_gemma":[0.00002281701,0.0001319538,0.7235957,0.0001116303,0.0001130094,0.0009451972,0.001700775,0.001185075,0.00141205,0.009373927,0.2613934,0.00001448627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7358072,0.01016689,0.008102065,0.01884892,0.0007250481,0.00004045486,0.004814536,0.0009647033,0.2205301],"genre_scores_gemma":[0.9603017,0.005819182,0.001774168,0.00235506,0.0003700193,0.00002871507,0.00245137,0.00006953785,0.02683027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02114773,"threshold_uncertainty_score":0.07074618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006678536533719699,"score_gpt":0.2566929452220136,"score_spread":0.2500144086882939,"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."}}