{"id":"W4285585682","doi":"10.1016/j.oceaneng.2022.111797","title":"Towards system-theoretic risk assessment for future ships: A framework for selecting Risk Control Options","year":2022,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Business Finland; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Risk analysis (engineering); Context (archaeology); Risk assessment; Computer science; Process (computing); Hazard; Control (management); Hazard analysis; Identification (biology); Operations research; Engineering; Computer security; Reliability engineering; Business; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008347351,0.002882399,0.001501081,0.004414263,0.0008589727,0.004032683,0.002136956,0.001907697,0.002993395],"category_scores_gemma":[0.01202199,0.0008302836,0.002175098,0.001882411,0.00298402,0.003522831,0.003146625,0.00315735,0.0004169279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00252161,"about_ca_system_score_gemma":0.003444387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004112403,"about_ca_topic_score_gemma":0.003097859,"domain_scores_codex":[0.9956862,0.002385116,0.0002381707,0.0004970509,0.000973327,0.00022016],"domain_scores_gemma":[0.9934831,0.004417402,0.0007405479,0.0002305337,0.0008889295,0.0002394551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002817624,0.00005802689,0.001248503,0.0002274797,0.0001345516,0.0001905219,0.0002630597,0.7324927,0.001125514,0.2396065,0.0007633913,0.02386147],"study_design_scores_gemma":[0.00001092262,0.00006231813,0.0002838259,0.0001107017,0.00003888746,0.00006639756,0.0001260586,0.7730688,0.0004139831,0.2235889,0.002193037,0.00003606346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002933611,0.0001893686,0.9946997,0.0002641137,0.00001246257,0.00004943967,0.00004211694,0.00003285665,0.001776396],"genre_scores_gemma":[0.3227508,0.001146149,0.6728887,0.0001881445,0.0001594239,0.0006793446,0.0002664813,0.00006880952,0.001852131],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008347351,"threshold_uncertainty_score":0.04414552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01921886803621952,"score_gpt":0.3182586573786809,"score_spread":0.2990397893424614,"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."}}