{"id":"W2464929388","doi":"10.2172/1177758","title":"Literature Survey of Crude Oil Properties Relevant to Handling and Fire Safety in Transport","year":2015,"lang":"en","type":"report","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crude oil; Notional amount; Environmental science; Petroleum; Combustion; Oil spill; Waste management; Petroleum engineering; Engineering; Business; Environmental protection; Chemistry; Finance","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02265191,0.0003584295,0.001663318,0.0007128758,0.00008128797,0.0001479177,0.0006841327,0.0005014376,0.0001315201],"category_scores_gemma":[0.0108602,0.0002070558,0.0002358918,0.002294217,0.0001109857,0.000235477,0.0001247714,0.0004710948,0.0000207084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485818,"about_ca_system_score_gemma":0.001806019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01519782,"about_ca_topic_score_gemma":0.0563632,"domain_scores_codex":[0.9917029,0.0004399725,0.002167081,0.0009422187,0.004431956,0.0003158806],"domain_scores_gemma":[0.9928887,0.0006083119,0.000476912,0.0008952148,0.004883085,0.0002477758],"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":[0.001402432,0.0002090459,0.2728334,0.000463898,0.0002782241,0.0002340802,0.01041096,0.001763045,0.0001119175,0.00001837565,0.04331363,0.668961],"study_design_scores_gemma":[0.0007926829,0.0002243676,0.6602876,0.00292407,0.0001712391,0.00006424976,0.001143207,0.00102989,0.0001925112,0.0007751037,0.3312514,0.001143684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7734659,0.08500199,0.0008104379,0.003386088,0.001496968,0.0006859867,0.001666076,0.00008861603,0.133398],"genre_scores_gemma":[0.8446968,0.04163885,0.0007926722,0.00006793352,0.0001032687,0.00001256489,0.0001580144,0.00003455099,0.1124954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6678173,"threshold_uncertainty_score":0.9974717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2084684042559893,"score_gpt":0.3799658593839049,"score_spread":0.1714974551279156,"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."}}