{"id":"W4402229617","doi":"10.1111/mms.13172","title":"Roger Payne 1935–2023","year":2024,"lang":"en","type":"article","venue":"Marine Mammal Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geography; Environmental science","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":[],"category_scores_codex":[0.0001736915,0.0007087823,0.0002166791,0.0008028732,0.001197196,0.001487603,0.0005215381,0.001212974,0.5904804],"category_scores_gemma":[0.0003979083,0.0002838463,0.0003124505,0.0004133587,0.0003622361,0.001374613,0.001502378,0.001607817,0.3830306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006112846,"about_ca_system_score_gemma":0.0003208958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005579672,"about_ca_topic_score_gemma":0.01450155,"domain_scores_codex":[0.9998313,0.000009688916,0.000006009425,0.00006166893,0.00006563997,0.00002571192],"domain_scores_gemma":[0.9998745,0.00001029459,0.000008553859,0.00001488082,0.00005653283,0.00003524689],"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":[0.00005084153,0.00001250373,0.0001799476,0.00006654266,0.000003505096,0.0002721646,0.00004815168,0.00005883082,0.0008210562,0.003097267,0.8615961,0.1337931],"study_design_scores_gemma":[9.769099e-7,0.000004760713,0.0003292063,0.00002094506,4.497864e-7,0.0001116102,0.00001796302,0.00001111242,0.0000667655,0.0001024897,0.9993322,0.000001522954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001157205,0.006713256,0.0008086144,0.00276036,0.006377796,0.00006107789,0.001024188,0.0005711562,0.9805264],"genre_scores_gemma":[0.002513639,0.001050167,0.0002258549,0.0004065486,0.0002435721,0.00001151051,0.0002695974,0.00009439521,0.9951847],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5904804,"threshold_uncertainty_score":0.58413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287442174047326,"score_gpt":0.2447387737939734,"score_spread":0.2318643520535002,"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."}}