{"id":"W4232398013","doi":"10.1109/pcic42579.2021.9729007","title":"Fire Rated Enclosures – A Case Study","year":2021,"lang":"en","type":"article","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marine engineering; Lift (data mining); Submarine pipeline; Fire resistance; Environmental science; Engineering; Seawater; Petroleum engineering; Forensic engineering; Computer science; Geology; Geotechnical engineering; Oceanography; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008782508,0.0005336158,0.000291053,0.0006079079,0.001097396,0.0008561931,0.001429459,0.001998958,0.002233701],"category_scores_gemma":[0.002034485,0.0002990407,0.000586979,0.0006134994,0.0008276871,0.000541147,0.0004702613,0.0006161639,0.0003751229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302619,"about_ca_system_score_gemma":0.0007610317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02258962,"about_ca_topic_score_gemma":0.03767172,"domain_scores_codex":[0.9989721,0.0003339628,0.00004856798,0.00009233395,0.000396053,0.0001569611],"domain_scores_gemma":[0.9978017,0.001274957,0.000211263,0.0002079355,0.0003268191,0.0001773024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","study_design_scores_codex":[0.001736022,0.00264982,0.05592253,0.0007759122,0.0001921138,0.06902193,0.003000805,0.7233605,0.05749179,0.01029868,0.003294186,0.0722558],"study_design_scores_gemma":[0.0006901449,0.008471084,0.1268565,0.0004307501,0.0003514939,0.02086275,0.01664154,0.6499325,0.1222823,0.005781033,0.04735395,0.0003460534],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870342,0.0001450618,0.006838208,0.00008459716,0.00001173903,0.0001376171,0.0002299379,0.00004063369,0.005477979],"genre_scores_gemma":[0.9879493,0.0002145974,0.007298887,0.00001698435,0.000004931597,0.00004350988,0.0001583476,0.00001419901,0.004299247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02258962,"threshold_uncertainty_score":0.04491627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513686731115785,"score_gpt":0.4382785566303104,"score_spread":0.2869098835187319,"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."}}