{"id":"W4406502014","doi":"10.1002/9781119539278.ch9","title":"Amphibians","year":2025,"lang":"en","type":"other","venue":"","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Population; Geography; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002001398,0.0005935924,0.0002559791,0.0008794679,0.001047305,0.0009471497,0.0005184191,0.0003925231,0.1088543],"category_scores_gemma":[0.000283488,0.0001414595,0.000294637,0.0006908301,0.0004586648,0.0005636992,0.0008931907,0.0005661759,0.04466675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004311677,"about_ca_system_score_gemma":0.0004393889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002748861,"about_ca_topic_score_gemma":0.00713259,"domain_scores_codex":[0.9997768,0.00002143387,0.00001087916,0.00005348877,0.0001050453,0.00003240516],"domain_scores_gemma":[0.9998764,0.000008178667,0.00002183609,0.00001372174,0.00003975655,0.00004005125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002023369,0.00009790124,0.00800534,0.001180058,0.00003203741,0.0006567237,0.0003845214,0.0003499464,0.01933437,0.02032986,0.2145065,0.7349204],"study_design_scores_gemma":[0.000009932485,0.00004654555,0.007654843,0.0001295672,0.000009102418,0.0008321367,0.00009955887,0.00006758814,0.001421084,0.0009565662,0.9887658,0.000007250675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02292053,0.01403295,0.006656855,0.001482694,0.001161228,0.0002541596,0.01028926,0.001616442,0.9415861],"genre_scores_gemma":[0.1282442,0.01675812,0.01420898,0.001956838,0.0005075269,0.0002375871,0.01194036,0.0005397973,0.8256065],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1088543,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005309965181684648,"score_gpt":0.2129231620583567,"score_spread":0.207613196876672,"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."}}