{"id":"W244511792","doi":"","title":"Modelling and Validation of Treatment Tables for Severe Decompression Accidents","year":2001,"lang":"en","type":"article","venue":"Defense Technical Information Center (DTIC)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Accident (philosophy); Breathing; Decompression; Accident analysis; Underwater; Environmental science; Computer science; Operations management; Forensic engineering; Operations research; Engineering; Psychology; Geography; Medicine; Mechanical engineering; Surgery","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":[0.001767896,0.0005134333,0.000761583,0.0007152951,0.0006446019,0.001669349,0.00189138,0.002006365,0.005296953],"category_scores_gemma":[0.007822792,0.0006705994,0.0006616457,0.0005272379,0.0008874358,0.001169034,0.0006358733,0.0009831548,0.0004055216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099063,"about_ca_system_score_gemma":0.0022964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03689435,"about_ca_topic_score_gemma":0.02236559,"domain_scores_codex":[0.9993997,0.0002726234,0.00004510819,0.0001041179,0.0001125839,0.00006589161],"domain_scores_gemma":[0.9942011,0.00449411,0.0004323767,0.0002228988,0.0005457046,0.0001037893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003737153,0.00002074241,0.001008068,0.00002127383,0.000005583254,0.0000251457,0.00005166703,0.9945416,0.0001814475,0.002245227,0.000126804,0.00173505],"study_design_scores_gemma":[0.00001234591,0.00001423716,0.0002241883,0.000004775382,0.000002792259,0.000004872824,0.00003098692,0.9982882,0.0002457884,0.0008870041,0.0002793412,0.000005498208],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6806696,0.0002485685,0.3000742,0.0007856391,0.0001129375,0.0004493753,0.002860569,0.001022388,0.01377665],"genre_scores_gemma":[0.9554933,0.00009262617,0.042057,0.0000226882,0.000007611715,0.0001643918,0.0006544116,0.00006049505,0.001447461],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03689435,"threshold_uncertainty_score":0.07335919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0594851881396598,"score_gpt":0.2791438773606945,"score_spread":0.2196586892210347,"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."}}