{"id":"W4294163398","doi":"10.1111/mms.12971","title":"Individual North Atlantic right whales identified from space","year":2022,"lang":"en","type":"article","venue":"Marine Mammal Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Memorial Hospital; University of Ottawa","funders":"Canadian Space Agency","keywords":"Right whale; Whale; Endangered species; Geography; Satellite imagery; Aerial survey; Critically endangered; Bay; Range (aeronautics); Population; Cetacea; Habitat; Critical habitat; Satellite; Remote sensing; Fishery; Oceanography; Ecology; Geology; Biology; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001023767,0.0001373413,0.00007807841,0.000758511,0.0002064575,0.0002138979,0.00009418639,0.0001719413,0.002195374],"category_scores_gemma":[0.0001741588,0.00006501174,0.00009557236,0.0002061204,0.0001703998,0.0001442022,0.0003802362,0.00009385843,0.0003596445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008130784,"about_ca_system_score_gemma":0.00007198358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009289769,"about_ca_topic_score_gemma":0.02804724,"domain_scores_codex":[0.9999415,0.000006992598,0.000004482828,0.00001676401,0.00001672324,0.0000136025],"domain_scores_gemma":[0.9999024,0.00001218306,0.00002490311,0.000009398224,0.00002633566,0.00002484248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001616668,0.00003918233,0.9296752,0.00004298009,0.00002646957,0.0009821816,0.001683147,0.00008290944,0.03093638,0.00006476277,0.0007127838,0.03559239],"study_design_scores_gemma":[0.0000012288,0.00006887844,0.9962779,0.00001009761,0.000008315289,0.000417068,0.0008876746,0.00008308128,0.001003036,0.00001106324,0.001228676,0.000003078568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976248,0.00009257491,0.0001870947,0.00001464318,0.000008656728,0.00001281443,0.0002906435,0.00001193517,0.001756778],"genre_scores_gemma":[0.9967964,0.0001081329,0.0006123128,0.00001743249,0.00000800521,0.00001351907,0.0003655225,0.000002692189,0.002075997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009289769,"threshold_uncertainty_score":0.01847142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459067821966598,"score_gpt":0.2172691972234022,"score_spread":0.2026785190037362,"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."}}