{"id":"W4378981386","doi":"10.18280/ijsse.130211","title":"Safety Improvement Model in Small Multipurpose Ports","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Computer science; Transport engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003018174,0.0001342628,0.0003381813,0.0009097495,0.00004656799,0.0001017072,0.0005829038,0.00007327607,0.00003955668],"category_scores_gemma":[0.000907673,0.0001102101,0.0001910595,0.0005394684,0.00002570982,0.0003873268,0.0001781042,0.000306657,0.0000123662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000262,"about_ca_system_score_gemma":0.00005725347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003498583,"about_ca_topic_score_gemma":0.00009842705,"domain_scores_codex":[0.9973962,0.0000332817,0.001219222,0.000209174,0.0009394047,0.000202713],"domain_scores_gemma":[0.9985585,0.0004486794,0.0003061974,0.0001484392,0.0004061585,0.0001320396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003052346,0.0000558616,0.002589804,0.000005617778,0.0001203209,0.000278289,0.002126226,0.9100975,0.0009069766,0.003072132,0.0001107931,0.08033119],"study_design_scores_gemma":[0.0009531689,0.00004027146,0.01456531,0.00006480301,0.00001309413,0.00005892984,0.0004458039,0.961576,0.0001680268,0.01647493,0.005489568,0.0001500853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011385,0.000407736,0.08980822,0.006651137,0.001233152,0.000120409,0.00005922703,0.00003806775,0.0005435159],"genre_scores_gemma":[0.9953102,0.002992145,0.001298296,0.00008337139,0.0001439023,0.000001051894,0.000005995241,0.000009131491,0.0001559411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09417163,"threshold_uncertainty_score":0.4494235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03153570482845569,"score_gpt":0.3085491360194014,"score_spread":0.2770134311909457,"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."}}