{"id":"W3029182602","doi":"10.1655/0018-0831-76.2.251","title":"Adrift on a Sea of Troubles: Can Amphibians Survive in a Human-Dominated World?1","year":2020,"lang":"en","type":"article","venue":"Herpetologica","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Amphibian; Realm; Habitat destruction; Habitat; Biology; Ecology; Ecosystem; Population; Environmental ethics; Geography; Sociology; Demography","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":[0.001549195,0.0003980334,0.0003744276,0.0006302209,0.002002843,0.003029698,0.0007018349,0.002481954,0.01475689],"category_scores_gemma":[0.003319066,0.0001322691,0.0001577548,0.0005159395,0.005718113,0.005303009,0.001324472,0.002636574,0.002879176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301636,"about_ca_system_score_gemma":0.00150158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00360779,"about_ca_topic_score_gemma":0.01025221,"domain_scores_codex":[0.9995516,0.0002179061,0.00001268932,0.000052059,0.0000756015,0.00009020339],"domain_scores_gemma":[0.9989054,0.00029726,0.0001487092,0.0000484465,0.0002304035,0.0003696734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002752763,0.000144609,0.0237174,0.0007330073,0.00004200762,0.001975036,0.004691902,0.0002124598,0.0006129594,0.04263145,0.5125316,0.4124323],"study_design_scores_gemma":[0.00002101938,0.0002442817,0.02303693,0.001885999,0.00003953381,0.004527945,0.03130293,0.0003430549,0.0002549457,0.1086147,0.8296705,0.00005815484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02926116,0.1539604,0.0009630585,0.7503309,0.007580309,0.00002122007,0.0002085712,0.00009527244,0.05757906],"genre_scores_gemma":[0.5281656,0.2406357,0.002038338,0.1509913,0.02248842,0.00004983508,0.000315059,0.0001048286,0.05521091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01475689,"threshold_uncertainty_score":0.04936671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575526480851379,"score_gpt":0.2473815103815745,"score_spread":0.2216262455730607,"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."}}