{"id":"W1844247152","doi":"10.29173/invoke16194","title":"The Social and Psychological Aspects Behind Flight","year":2012,"lang":"en","type":"article","venue":"INvoke","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crew resource management; Crew; Delegate; Cockpit; Teamwork; Aviation; Aeronautics; Variety (cybernetics); Resource (disambiguation); Engineering; Psychology; Computer science; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004889087,0.00005108348,0.00006689182,0.0000135149,0.001306701,8.319554e-7,0.00007896872,0.0001221215,0.0001883827],"category_scores_gemma":[0.0001731992,0.00002977395,0.00001806598,0.00003828195,0.0001122375,0.00006185767,0.00004450419,0.0002969885,0.0004394549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002293918,"about_ca_system_score_gemma":0.00002260134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008110279,"about_ca_topic_score_gemma":0.00003483776,"domain_scores_codex":[0.9991259,0.0002045046,0.0001589365,0.00007967846,0.0001230224,0.0003079584],"domain_scores_gemma":[0.9994017,0.0002708322,0.00008947837,0.0001012801,0.0000229979,0.0001136766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001468435,0.0004256357,0.4004278,0.00006128557,0.00004581366,0.000002435772,0.08212961,1.68328e-7,0.000445674,0.2540417,0.2429875,0.01928553],"study_design_scores_gemma":[0.0002370665,0.00001777347,0.4429129,0.000008489595,0.000005031374,7.555911e-7,0.001213515,0.000001583272,0.000008873491,0.001159252,0.5543966,0.00003813289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8655384,0.0004863226,0.0001273129,0.02563225,0.001890814,0.0002983608,0.00000523948,0.00006082977,0.1059605],"genre_scores_gemma":[0.9940711,0.00006655354,0.00003661181,0.002570688,0.0007676372,0.00004923203,0.00000468315,0.000004891467,0.002428619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3114091,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2545079020416747,"score_gpt":0.5143185596130765,"score_spread":0.2598106575714018,"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."}}