{"id":"W2005270685","doi":"10.7901/2169-3358-2011-1-113","title":"Preparing for an Integrated Response","year":2011,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Response Biomedical (Canada)","funders":"","keywords":"Computer science","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":[0.01193631,0.001095985,0.000609863,0.001594812,0.006569799,0.006825067,0.002755405,0.005527867,0.06711201],"category_scores_gemma":[0.02129455,0.0008247292,0.001503068,0.0007780367,0.001569486,0.005017438,0.01223317,0.008220066,0.02708371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003498869,"about_ca_system_score_gemma":0.01884226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002867288,"about_ca_topic_score_gemma":0.005315586,"domain_scores_codex":[0.9882103,0.004189752,0.000742642,0.001250591,0.002803712,0.002802961],"domain_scores_gemma":[0.9815419,0.002432832,0.001181924,0.001935748,0.005385154,0.007522448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00044957,0.002467801,0.009440933,0.001097102,0.0001412392,0.003840686,0.01449506,0.003856098,0.01919832,0.06419317,0.3876717,0.4931483],"study_design_scores_gemma":[0.0001156992,0.0009900511,0.01114892,0.0008616828,0.00008880962,0.002013086,0.02396152,0.003971979,0.005965172,0.03850374,0.9121802,0.0001990821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06058628,0.0014797,0.3727334,0.1145694,0.01257177,0.01345353,0.0009098494,0.007708582,0.4159876],"genre_scores_gemma":[0.3085823,0.001511783,0.4411094,0.03296324,0.002448496,0.003867374,0.002114444,0.00166968,0.2057332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06711201,"threshold_uncertainty_score":0.224512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1925053934900023,"score_gpt":0.3888400625981692,"score_spread":0.1963346691081669,"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."}}