{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003551524,0.0001450371,0.0001980851,0.0001193123,0.0002098297,0.0002088846,0.000528708,0.00007214245,0.0005122372],"category_scores_gemma":[0.00004448937,0.0001012609,0.00003252313,0.0003628794,0.0003371045,0.0002824277,0.0001461745,0.0003059042,0.0001329763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001158238,"about_ca_system_score_gemma":0.0001071116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004283876,"about_ca_topic_score_gemma":0.1065754,"domain_scores_codex":[0.998598,0.0002009066,0.0002058458,0.0002792719,0.0001998737,0.0005161245],"domain_scores_gemma":[0.9994124,0.0002407991,0.00004268541,0.0002135617,0.0000438676,0.00004675563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009283435,0.00003768188,0.9944902,0.00006757686,0.00002194817,0.0001590944,0.0002058375,0.00008457634,0.000002094276,0.00001524804,0.0002630181,0.004559866],"study_design_scores_gemma":[0.0002231767,0.0001424921,0.9936143,0.00001244165,0.000009820923,0.00005226698,0.00009261296,0.001954676,0.00001586041,0.0001424265,0.003636886,0.0001030293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99144,0.00007024554,0.000005079188,0.006026358,0.0002271298,0.0003470406,0.00001925661,0.00003765495,0.001827222],"genre_scores_gemma":[0.9973407,0.00004260948,0.0003454287,0.0006481709,0.00006686342,0.00002591378,0.0002549115,0.000003597887,0.001271739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.106147,"threshold_uncertainty_score":0.9097273,"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."}}