{"id":"W4253338808","doi":"10.22215/etd/2013-06866","title":"Investigating predictors of primary flight training in the Canadian Forces","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Political science; Mathematics education; Psychology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003188292,0.0001337834,0.0001840263,0.000223447,0.00008385484,0.00002159806,0.0003179998,0.0002666115,0.002105681],"category_scores_gemma":[0.00003204613,0.00009292016,0.00005134131,0.0001999999,0.00005057531,0.00008827593,0.000002852597,0.000350644,0.0001270608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004988217,"about_ca_system_score_gemma":0.0004940779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2770869,"about_ca_topic_score_gemma":0.7761838,"domain_scores_codex":[0.9989871,0.00005940889,0.0003550817,0.0001669365,0.0001943551,0.0002370666],"domain_scores_gemma":[0.9994257,0.0001292329,0.0001477679,0.0001715054,0.00006490394,0.00006088807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001930292,0.00006045403,0.1022805,0.000536804,0.0002143797,0.00001209554,0.6633879,0.00007777713,0.0003133388,0.1551308,0.03988408,0.03808255],"study_design_scores_gemma":[0.0001610639,0.0001441299,0.8819628,0.0005824933,0.00004185596,0.00001055814,0.09938983,0.0001213253,0.00074888,0.005000429,0.01141253,0.0004241374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5297784,0.0001595569,6.829126e-7,0.00007968848,0.0005702857,0.0001671356,0.000007365177,0.00000593191,0.469231],"genre_scores_gemma":[0.9676231,0.00001866104,0.00007687831,0.0007291435,0.0001946796,0.0000857339,0.0008001075,0.00001547052,0.03045628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7796823,"threshold_uncertainty_score":0.9988065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06430245035223396,"score_gpt":0.3270737026777567,"score_spread":0.2627712523255227,"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."}}