{"id":"W2354684562","doi":"","title":"Improve on emergency response system for HNS carried by ships in Guangdong","year":2010,"lang":"en","type":"article","venue":"China Maritime Safety","topic":"Safety and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Status quo; Emergency response; Leakage (economics); Risk analysis (engineering); Environmental planning; Environmental science; Computer science; Business; Political science; Medical emergency; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000546309,0.0002567123,0.0001424642,0.0003542755,0.0005363763,0.0003498856,0.0003303857,0.0002177729,0.002474743],"category_scores_gemma":[0.0009325245,0.00008999313,0.0001739414,0.0002876809,0.0001267247,0.0005049735,0.0005112737,0.0001622963,0.0004444166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000641,"about_ca_system_score_gemma":0.001879431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04049565,"about_ca_topic_score_gemma":0.02815648,"domain_scores_codex":[0.9997755,0.00004378016,0.00001464362,0.00003755921,0.00006982652,0.00005869813],"domain_scores_gemma":[0.9996704,0.00002702853,0.0000335782,0.00002547716,0.0002073436,0.00003610132],"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":[0.001473504,0.0005318785,0.307257,0.0004889299,0.0001260336,0.001344623,0.004720569,0.06395196,0.08254164,0.004540868,0.02049175,0.5125313],"study_design_scores_gemma":[0.0004409197,0.00133868,0.5967269,0.0001262559,0.0004153026,0.000588924,0.009244551,0.2632375,0.0476506,0.001601351,0.07849719,0.000131872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721192,0.0001719011,0.01541281,0.0008952194,0.00005231421,0.0001549097,0.000259211,0.0006912899,0.0102432],"genre_scores_gemma":[0.9917042,0.0001212842,0.003178059,0.00004760163,0.00001076858,0.00002173956,0.0002744096,0.000008780619,0.004633085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04049565,"threshold_uncertainty_score":0.08051986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00740610931909521,"score_gpt":0.2196089534357003,"score_spread":0.2122028441166051,"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."}}