{"id":"W3024768801","doi":"10.3389/fmars.2020.00319","title":"Causes of Mortality in a Harbor Seal (Phoca vitulina) Population at Equilibrium","year":2020,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology; Ministry of Agriculture; Ministry of Health","funders":"","keywords":"Phoca; Emaciation; Harbor seal; Population; Medicine; Malnutrition; Biology; Zoology; Environmental health; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005743887,0.0001412482,0.0002920159,0.00007257237,0.00006318,0.00001636251,0.0005522374,0.00003446899,0.0004062574],"category_scores_gemma":[0.0002632303,0.0001390242,0.00004077504,0.001673519,0.0005727251,0.0004514035,0.002752786,0.0001202933,0.00002086292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00052459,"about_ca_system_score_gemma":0.00002327923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004285334,"about_ca_topic_score_gemma":0.006583475,"domain_scores_codex":[0.9980441,0.00004718942,0.0003517643,0.0005416024,0.0006204369,0.0003949045],"domain_scores_gemma":[0.9994785,0.00001349833,0.0001251393,0.0002451039,0.000008367864,0.0001293859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003901963,0.00003696531,0.993651,0.0000300945,0.000002183799,0.00001044909,0.0001646402,0.0006351368,0.002001027,0.00002768897,0.0009178079,0.002484008],"study_design_scores_gemma":[0.0002525075,0.00007098383,0.9904308,0.000009072338,0.000004877615,5.242267e-7,0.00004785362,0.007082413,0.0009259463,0.0002103883,0.0008216238,0.0001430083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933661,0.00003015938,0.00004379053,0.0005570868,0.0001767626,0.0002435911,0.000005023151,0.00001956433,0.005557884],"genre_scores_gemma":[0.9899974,0.00003865515,0.009556891,0.0002849468,0.00001848607,0.00001097358,0.000003039097,0.000007505121,0.00008212458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009513101,"threshold_uncertainty_score":0.6478171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169020177090609,"score_gpt":0.2539034230150801,"score_spread":0.232213221244174,"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."}}