{"id":"W4311500230","doi":"10.1002/eap.2794","title":"Multiscale relationships between humpback whales and forage species hotspots within a large marine ecosystem","year":2022,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bureau of Ocean Energy Management","keywords":"Ecology; Humpback whale; Ecosystem; Marine ecosystem; Fishery; Geography; Forage; Environmental science; Biology; Whale","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005464602,0.0001380453,0.000211815,0.00002240546,0.001375764,0.00002863084,0.0002812179,0.00005116608,0.01096926],"category_scores_gemma":[0.00005791796,0.0001228898,0.00005011875,0.0003583107,0.0001020914,0.00008625871,0.002340306,0.0003219346,0.000519738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002029162,"about_ca_system_score_gemma":0.000005238342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000918173,"about_ca_topic_score_gemma":0.00491098,"domain_scores_codex":[0.9986405,0.0001494685,0.0003048578,0.0004190251,0.000222099,0.000264028],"domain_scores_gemma":[0.9992163,0.000288694,0.0001295147,0.0002458396,0.000007081084,0.0001126355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000417487,0.0001970312,0.9865248,0.00001190301,0.00001344863,0.00000287314,0.0001481425,0.0000995488,0.00004060425,0.009833762,0.001704258,0.001419422],"study_design_scores_gemma":[0.0001621215,0.00006197629,0.8004957,8.589878e-7,0.00001628861,0.000005391587,0.0003095789,0.0002236679,0.000004873772,0.003165889,0.1954275,0.000126166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549177,0.00005192362,0.0005115357,0.0009076182,0.00002135173,0.001023106,0.0001887673,0.0001057158,0.04227232],"genre_scores_gemma":[0.9935737,0.00003500599,0.002193057,0.0001479725,0.00004916281,0.001479463,0.00006015253,0.00001090386,0.002450646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1937233,"threshold_uncertainty_score":0.9999243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799640646188424,"score_gpt":0.2404002920496504,"score_spread":0.2024038855877661,"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."}}