{"id":"W2735757207","doi":"10.1007/s00244-017-0408-7","title":"Oil Spills and Marine Mammals in British Columbia, Canada: Development and Application of a Risk-Based Conceptual Framework","year":2017,"lang":"en","type":"article","venue":"Archives of Environmental Contamination and Toxicology","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Aquarium; Raincoast Conservation Foundation","funders":"","keywords":"Population; Marine mammal; Ecology; Fishery; Benthic zone; Biology; Baleen; Geography; Whale; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002519524,0.0007731771,0.0003993646,0.005818421,0.003358413,0.005686465,0.003129959,0.00158472,0.003509522],"category_scores_gemma":[0.004519891,0.0003962268,0.0006618299,0.006557141,0.00755052,0.002275632,0.002716109,0.00182366,0.0001349904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03921759,"about_ca_system_score_gemma":0.04979031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.973047,"about_ca_topic_score_gemma":0.9720942,"domain_scores_codex":[0.9989641,0.0003174516,0.00007636638,0.0001165782,0.0002522047,0.000273301],"domain_scores_gemma":[0.9972174,0.001154744,0.0004317582,0.00007685773,0.0009286471,0.0001905188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006390555,0.0001197564,0.1521537,0.0005748324,0.0002208284,0.001249202,0.01397199,0.04261446,0.0004480182,0.727502,0.006035553,0.05504569],"study_design_scores_gemma":[0.00004729049,0.0001910205,0.3191879,0.003218968,0.0008016588,0.0015305,0.1122876,0.06260037,0.0007389772,0.3632236,0.1359455,0.0002266786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5167931,0.04657336,0.08943801,0.0841777,0.0003340482,0.0005730776,0.005206258,0.0001888019,0.2567156],"genre_scores_gemma":[0.966463,0.0133043,0.0114306,0.0008175114,0.00004528027,0.0001359366,0.0004921044,0.00001681358,0.007294535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03921759,"threshold_uncertainty_score":0.2845449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005830201896941091,"score_gpt":0.1995185440004775,"score_spread":0.1936883421035364,"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."}}