{"id":"W4412010056","doi":"10.3354/meps14906","title":"Characterizing seasonal whale shark habitat in the western North Atlantic","year":2025,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Whale; Fishery; Habitat; Oceanography; Geography; Marine mammal; Environmental science; Ecology; Biology; Geology","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":[0.0002627657,0.0001782529,0.0001605146,0.0003226056,0.0002169472,0.0005032499,0.0002815209,0.0002067122,0.00081408],"category_scores_gemma":[0.0005529035,0.0001116605,0.0003809005,0.0002783792,0.0001461221,0.0003806347,0.0003132767,0.0001101662,0.0001250781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006937972,"about_ca_system_score_gemma":0.0005132001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1193683,"about_ca_topic_score_gemma":0.2408103,"domain_scores_codex":[0.9999241,0.00001217921,0.000005413208,0.00003161406,0.000009005204,0.0000177076],"domain_scores_gemma":[0.9998717,0.0000334235,0.0000383221,0.00001363999,0.00002509946,0.00001766333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003278649,0.00002610987,0.9741948,0.00001453839,0.00006762917,0.00007894341,0.000182908,0.01778142,0.001686938,0.0001582743,0.000347796,0.005427787],"study_design_scores_gemma":[0.000006621818,0.00004291869,0.8950803,0.00001164508,0.00003382063,0.00005271035,0.000829083,0.1027493,0.0001816198,0.0003017924,0.00070024,0.000009970548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987436,0.00002641903,0.0005150225,0.00003860515,0.000001437917,0.000004349155,0.0003136217,0.000009319345,0.0003476855],"genre_scores_gemma":[0.9988966,0.00003599015,0.0004122419,0.00001614336,0.000001733647,0.00000667573,0.0004670745,0.000003352475,0.0001601511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1193683,"threshold_uncertainty_score":0.237347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434234006183585,"score_gpt":0.2482409802664835,"score_spread":0.2338986402046477,"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."}}