{"id":"W325323543","doi":"","title":"Disorientation in Helicopter Ditching and Rigid Inflatable Boat Capsizement: Training is Essential to Save Crews","year":2003,"lang":"en","type":"article","venue":"Defense Technical Information Center (DTIC)","topic":"Aerospace Engineering and Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflatable; Aeronautics; Coast guard; Navy; Underwater; On board; Engineering; Marine engineering; Forensic engineering; Geology; History; Archaeology; Mechanical engineering; Oceanography; Aerospace engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002353017,0.0001966981,0.0002081203,0.0002028756,0.00006032576,0.0001218772,0.0000762157,0.0001119588,0.00002569567],"category_scores_gemma":[0.00005708813,0.0002007163,0.00004297575,0.0002523291,0.000017665,0.00081383,0.00003067052,0.0001980269,0.00006588505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181526,"about_ca_system_score_gemma":0.000008687358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003315795,"about_ca_topic_score_gemma":0.00003486344,"domain_scores_codex":[0.9988011,0.00001888126,0.0005031171,0.0001321715,0.0001987942,0.0003459432],"domain_scores_gemma":[0.9995757,0.00003074091,0.0000451625,0.0001852751,0.00002774925,0.000135332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001077305,0.0001504384,0.009322269,0.0009399428,0.0001686836,0.00001779331,0.06417101,0.8546399,0.01083287,0.02968683,0.01321633,0.01674617],"study_design_scores_gemma":[0.00626876,0.0002275702,0.01137095,0.001053379,0.00006725074,0.0001495431,0.004642916,0.1886853,0.015123,0.0003961463,0.7696244,0.002390817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7432753,0.00008070203,0.2358417,0.000163369,0.0008177686,0.0004910658,0.00003871895,0.0006328954,0.01865854],"genre_scores_gemma":[0.9969473,0.0000286311,0.002502732,0.0003223376,0.00003151518,0.00006257224,0.00005062495,0.00002180438,0.00003251697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.756408,"threshold_uncertainty_score":0.8184974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009282061417168957,"score_gpt":0.2101137922689623,"score_spread":0.2008317308517933,"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."}}