{"id":"W4385519987","doi":"10.1093/jmammal/gyad059","title":"BOOKS RECEIVED","year":2023,"lang":"en","type":"article","venue":"Journal of Mammalogy","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geography; Zoology; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002443994,0.001285568,0.001323809,0.003304532,0.001894662,0.004269823,0.001096991,0.001328094,0.8564556],"category_scores_gemma":[0.001208302,0.0006227707,0.0007350788,0.002950864,0.0005421265,0.002016113,0.001833046,0.001570017,0.8182371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006838767,"about_ca_system_score_gemma":0.0008295141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002793828,"about_ca_topic_score_gemma":0.01253767,"domain_scores_codex":[0.9997758,0.0000184496,0.000009247669,0.00004940816,0.0001129017,0.00003413824],"domain_scores_gemma":[0.99937,0.0001059864,0.00001916714,0.00006835158,0.0002490924,0.0001873792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000607242,0.00007020457,0.0003056252,0.0002149983,0.000008930839,0.0001216436,0.00005443718,0.000114064,0.0005654037,0.002986357,0.8700266,0.1254709],"study_design_scores_gemma":[0.00001240876,0.00002291942,0.0008229361,0.0001223426,0.000006683437,0.0001004749,0.00005454896,0.00005215543,0.0001401284,0.0008634691,0.9977958,0.000005952126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006588507,0.002644183,0.0002106799,0.0007038435,0.001838746,0.00004703087,0.001314811,0.0003940454,0.9921879],"genre_scores_gemma":[0.0003945901,0.0006052066,0.00009423854,0.0001364851,0.0001347641,0.000006495814,0.0003550926,0.00007717004,0.9981959],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1435444,"threshold_uncertainty_score":0.2047486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03493711237958177,"score_gpt":0.292702083416821,"score_spread":0.2577649710372393,"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."}}