{"id":"W3138135274","doi":"10.1002/9781118989982.ch9","title":"Oil Behavior in Ice‐Infested Waters","year":2014,"lang":"en","type":"other","venue":"","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; Spinal Cord Injury Alberta","funders":"","keywords":"Environmental science; Fishery; Oceanography; Petroleum engineering; Geology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003959473,0.0001487922,0.0000712023,0.0008588458,0.0004252367,0.0005313562,0.00027607,0.0002034821,0.01366938],"category_scores_gemma":[0.001990536,0.00007736034,0.0001956586,0.000730979,0.0002262087,0.0004204018,0.0005889629,0.0001932581,0.001845394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484459,"about_ca_system_score_gemma":0.001492022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1395938,"about_ca_topic_score_gemma":0.2812926,"domain_scores_codex":[0.9998555,0.00003329498,0.00000996255,0.00001805616,0.00004931023,0.00003371143],"domain_scores_gemma":[0.9992762,0.00009344411,0.0001567229,0.0000461223,0.0002775309,0.0001499516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005878361,0.0004039961,0.7999381,0.0001316829,0.00007090424,0.0002481222,0.001377942,0.002098978,0.00140343,0.00173696,0.0320948,0.1599074],"study_design_scores_gemma":[0.00001313176,0.0001131204,0.9305815,0.0001114869,0.00002983037,0.0001396495,0.004516494,0.002498555,0.001807155,0.000813688,0.05935573,0.00001958536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8311672,0.000505719,0.00104095,0.001006929,0.00006405779,0.00009821113,0.01042945,0.0001061368,0.1555813],"genre_scores_gemma":[0.8635421,0.001440993,0.001849407,0.0002721964,0.00004451628,0.00008418841,0.007470408,0.0001054327,0.1251908],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1395938,"threshold_uncertainty_score":0.2775626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005666264967918598,"score_gpt":0.2086142356857961,"score_spread":0.2029479707178775,"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."}}