{"id":"W3196231468","doi":"10.3940/rina.lt.2007.08","title":"Lifeboat Operational Performance in Cold Environments","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Computer science; Systems engineering; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00007327228,0.00005556067,0.00004460174,0.00006902032,0.000009849632,0.000005497656,0.0000563297,0.00004518752,0.00002993637],"category_scores_gemma":[0.000004238686,0.00005332481,0.000007590786,0.0000695753,0.000009812014,0.00006228361,0.00001078482,0.00008418644,0.00009734309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004209446,"about_ca_system_score_gemma":0.000001289401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001401224,"about_ca_topic_score_gemma":0.000006320541,"domain_scores_codex":[0.9996741,6.075998e-7,0.00008256028,0.00005202827,0.00005866821,0.0001320458],"domain_scores_gemma":[0.9998996,0.00001152012,0.000002099919,0.00006965687,0.000001139821,0.00001596913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000006866278,0.00007015476,0.1806543,0.00005940842,0.00003385933,0.00002639214,0.0001692224,0.7021471,0.07651818,0.01267145,0.001605309,0.0260377],"study_design_scores_gemma":[0.0003722579,0.00003844516,0.355736,0.00001891755,0.00000220912,0.000004262889,0.00006244553,0.1051342,0.4668349,0.00002264964,0.07145993,0.0003138099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736072,0.00008471432,0.01177204,0.00001736213,0.0001191186,0.00004197299,4.935838e-7,0.0003416095,0.01401553],"genre_scores_gemma":[0.9973632,0.00005127955,0.002127198,0.00001189542,0.00002060397,0.000004556009,0.000001454197,0.000008408148,0.0004113687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5970129,"threshold_uncertainty_score":0.2174523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004748749916081101,"score_gpt":0.1677282257234091,"score_spread":0.162979475807328,"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."}}