{"id":"W2133450624","doi":"10.3357/asem.2769.2010","title":"My Car Is Sinking: Automobile Submersion, Lessons in Vehicle Escape","year":2010,"lang":"en","type":"article","venue":"Aviation Space and Environmental Medicine","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Submersion (mathematics); Doors; Open water; Environmental science; Marine engineering; Engineering; Aeronautics; Structural engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004787642,0.0001177044,0.0002358067,0.00009774017,0.00008427184,0.000002311993,0.00003488281,0.000167007,0.00130005],"category_scores_gemma":[0.000067882,0.000097622,0.00003167686,0.00008594054,0.0001968316,0.00009259138,0.00002611181,0.0003369689,0.00006411123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003887718,"about_ca_system_score_gemma":0.00001024145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001062592,"about_ca_topic_score_gemma":0.00003523392,"domain_scores_codex":[0.9991645,0.0000525488,0.0002267624,0.0002434076,0.0001318864,0.0001809495],"domain_scores_gemma":[0.9995474,0.00007675686,0.00008150999,0.0001800152,0.000004972235,0.0001093659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009684196,0.0001377452,0.7309786,0.00002538433,0.00002007798,0.00001223745,0.001638764,0.000001342733,0.2517202,0.0007222414,0.003757425,0.01088918],"study_design_scores_gemma":[0.001737843,0.0003491104,0.9757729,0.00007125588,0.00007475815,0.00004501597,0.0008798803,0.0005004975,0.004155687,0.0008711897,0.01542976,0.0001120987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724541,0.0002927869,0.00007388342,0.02542459,0.000236204,0.000226227,0.000005222199,0.00002098712,0.001266005],"genre_scores_gemma":[0.9954912,0.00044496,0.0001637505,0.002222409,0.0001776402,0.00001543211,0.0001298625,0.00001118632,0.001343583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2475645,"threshold_uncertainty_score":0.9996129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191579832459935,"score_gpt":0.2831036119266812,"score_spread":0.2711878136020818,"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."}}