{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003189262,0.0005334048,0.0003805837,0.0005168314,0.000436319,0.0004476537,0.0003734085,0.0005491726,0.002209349],"category_scores_gemma":[0.0007745616,0.0001566231,0.0003058148,0.0002108921,0.0004518231,0.0008110301,0.0006684746,0.0003913821,0.0006257002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979695,"about_ca_system_score_gemma":0.0002298779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003234979,"about_ca_topic_score_gemma":0.004463688,"domain_scores_codex":[0.9997826,0.00001521125,0.00001287306,0.00004161597,0.00006201411,0.00008565704],"domain_scores_gemma":[0.9993698,0.000150819,0.00007685141,0.00004486971,0.000146015,0.000211623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006805093,0.0009339377,0.05172327,0.0003155898,0.0001378681,0.0007229449,0.00223042,0.04472645,0.8578274,0.0002372235,0.0007658819,0.03357407],"study_design_scores_gemma":[0.000162888,0.02395594,0.4116677,0.00008874463,0.0001366616,0.0004477949,0.005537803,0.04723618,0.5047908,0.0003298803,0.005459245,0.000186386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992412,0.00002640496,0.0003031227,0.000009643239,0.000005232648,0.000007221089,0.00006956913,0.00002175141,0.0003157752],"genre_scores_gemma":[0.9979069,0.00004967572,0.0003572812,0.00001472415,0.000001954045,0.00001053456,0.0004443657,0.00001441061,0.001200177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003234979,"threshold_uncertainty_score":0.007390976,"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."}}