{"id":"W2032645917","doi":"10.1007/s12198-012-0088-5","title":"The use of armed guards on board merchant vessels","year":2012,"lang":"en","type":"article","venue":"Journal of Transportation Security","topic":"Maritime Security and History","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Civil Aviation Organization","funders":"","keywords":"Legislation; Liability; Business; Futures studies; Crew; Accountability; On board; Law; Law and economics; Engineering; Accounting; Political science; Economics; Aeronautics","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":[0.0006825959,0.0001772819,0.0001028591,0.001491482,0.001768398,0.001614148,0.0005743796,0.0006927236,0.006016223],"category_scores_gemma":[0.003609391,0.0002184003,0.0001865416,0.001041889,0.001145271,0.00105793,0.001186656,0.0009128872,0.0006619216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111752,"about_ca_system_score_gemma":0.0008115859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07177427,"about_ca_topic_score_gemma":0.1363877,"domain_scores_codex":[0.9992315,0.0003076006,0.00002687759,0.00007811466,0.0001491981,0.0002066372],"domain_scores_gemma":[0.9971865,0.0007549709,0.001055107,0.0001563063,0.000410386,0.0004367262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003525868,0.000165297,0.8636336,0.00006034218,0.00006417783,0.001171255,0.09377819,0.0001170202,0.002040016,0.003376585,0.002338376,0.03290253],"study_design_scores_gemma":[0.000003169107,0.0001398313,0.8501828,0.00009833618,0.00003036717,0.0005130838,0.1310692,0.0002225445,0.0004172394,0.0001847408,0.01712151,0.00001702611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927302,0.0001125771,0.00002684678,0.0001984999,0.00001091176,0.000004154996,0.00007949956,0.000001542292,0.006835748],"genre_scores_gemma":[0.9966207,0.0002282497,0.00005008184,0.00003913437,0.000008964171,0.000002554606,0.00005498426,0.000002635089,0.002992888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07177427,"threshold_uncertainty_score":0.142713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06316058357566373,"score_gpt":0.3125988252899426,"score_spread":0.2494382417142789,"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."}}