{"id":"W3197397722","doi":"10.1016/j.ress.2021.108011","title":"A Review of Risk Analysis Research for the Operations of Autonomous Underwater Vehicles","year":2021,"lang":"en","type":"review","venue":"Reliability Engineering & System Safety","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Fisheries and Oceans Canada; Canada Research Chairs","keywords":"Risk analysis (engineering); Scope (computer science); SAFER; Bridge (graph theory); Quantitative analysis (chemistry); Relevance (law); Risk assessment; Qualitative analysis; Computer science; Key (lock); Work (physics); Engineering; Underwater; Computer security; Qualitative research; Business; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04114569,0.0004276568,0.005392728,0.0009382931,0.0003334158,0.0001050867,0.001893599,0.0003263728,0.00008887918],"category_scores_gemma":[0.01699192,0.0002360329,0.004711935,0.008544578,0.0001780396,0.0001104217,0.0002807502,0.0006473057,0.00002427097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004603768,"about_ca_system_score_gemma":0.0007689951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005279598,"about_ca_topic_score_gemma":0.00009742167,"domain_scores_codex":[0.9889771,0.002914241,0.00476942,0.001028734,0.001872637,0.0004378301],"domain_scores_gemma":[0.9656855,0.02638127,0.0009404187,0.003843107,0.003017223,0.0001324207],"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":[0.00001032978,0.0001025346,0.00004315559,0.1643571,0.004565832,0.000001783494,0.0002545981,0.2561334,6.687332e-7,0.002553225,0.0006641542,0.5713133],"study_design_scores_gemma":[0.00008569766,0.00002840999,0.00006316656,0.04585155,0.01055125,0.000005118026,0.0002586678,0.05262119,0.000002509639,0.00004769496,0.890202,0.0002827424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000376878,0.900464,0.09663814,0.0001945179,0.0001793047,0.001535141,0.0009064566,0.00003124033,0.00004746249],"genre_scores_gemma":[0.0009328474,0.9957647,0.002641312,0.000004018036,0.00008859123,0.0002909573,0.0001147745,0.00003632441,0.0001265141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8895379,"threshold_uncertainty_score":0.9912884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1446987948845586,"score_gpt":0.4380284132591498,"score_spread":0.2933296183745912,"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."}}