{"id":"W7117096084","doi":"","title":"SITUATION AWARENESS ASSESSMENT IN CANADIAN OFFSHORE OIL AND GAS EMERGENCY RESPONSE TRAINING","year":2015,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Situation awareness; Emergency response; Training (meteorology); Submarine pipeline; Offshore oil and gas; Situation analysis; Disaster response","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":[],"consensus_categories":[],"category_scores_codex":[0.005804836,0.0001138574,0.0001071661,0.0001256717,0.0002137795,0.00006749544,0.0001925819,0.00007617996,0.0003861184],"category_scores_gemma":[0.0008919159,0.0001264473,0.00002785339,0.0004283716,0.0001047348,0.0002405337,0.00009631107,0.000149208,0.00004319476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004323938,"about_ca_system_score_gemma":0.0002484348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1461606,"about_ca_topic_score_gemma":0.7081665,"domain_scores_codex":[0.9968796,0.002012764,0.0002651841,0.0003154107,0.0002615546,0.0002655248],"domain_scores_gemma":[0.9988767,0.0001595459,0.0001042433,0.000361254,0.0001454109,0.000352833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005224955,0.000221165,0.3462271,0.00002001771,0.0000121972,0.00001125946,0.051466,0.0004678364,0.01544746,0.006308775,0.001107313,0.5786586],"study_design_scores_gemma":[0.001264937,0.000002424685,0.871567,0.0002195491,0.00001505576,0.00002144846,0.00274232,0.05374581,0.009552401,0.002582294,0.05778941,0.0004974289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346636,0.00005443745,0.002295863,0.00885518,0.000105555,0.00006756118,0.000007064782,0.00004492233,0.0539058],"genre_scores_gemma":[0.9916343,0.0001070251,0.003771659,0.00006094392,0.000005596615,0.00002733726,0.00004983967,0.00001268919,0.004330593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5781612,"threshold_uncertainty_score":0.8595252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209274463601328,"score_gpt":0.2516187638116244,"score_spread":0.2295260191756111,"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."}}