{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001788664,0.0003251703,0.0003412241,0.0002925746,0.0003817679,0.0001158117,0.0004609853,0.0001882322,0.0004146352],"category_scores_gemma":[0.0002727536,0.0003004621,0.0001814896,0.0004388654,0.00004822555,0.0005584232,0.0002184328,0.0004204411,0.0002579751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009577545,"about_ca_system_score_gemma":0.00002480553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009032504,"about_ca_topic_score_gemma":0.0006425066,"domain_scores_codex":[0.9979842,0.00004032087,0.0005760206,0.00056905,0.0002718112,0.0005586324],"domain_scores_gemma":[0.9989828,0.000118882,0.0002253643,0.0005613738,0.00007908411,0.00003243058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02575439,0.001439104,0.03335807,0.004360846,0.0003067049,0.0001486288,0.0006015719,0.0002669031,0.02764945,0.7194769,0.1211447,0.06549273],"study_design_scores_gemma":[0.004991958,0.0001144511,0.2749799,0.0002183865,0.0001431608,0.00000299855,0.0006871966,0.01097092,0.0005365515,0.005570221,0.7005349,0.001249335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8372841,0.0001867035,0.003086108,0.009312012,0.00928808,0.003916638,0.000285737,0.0007951611,0.1358454],"genre_scores_gemma":[0.9945815,0.0000166923,0.0001480016,0.0003731138,0.00103757,0.0001577294,0.0001577328,0.00006647816,0.003461162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7139066,"threshold_uncertainty_score":0.9999447,"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."}}