{"id":"W3113032764","doi":"10.32987/2617-8532-2020-4-93-101","title":"SPECIFICS OF ATTAINING THE QUALIFICATION OF A PILOT IN CANADA","year":2020,"lang":"en","type":"article","venue":"Educational Analytics of Ukraine","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"License; Aviation; Civil aviation; Normative; Legislature; Engineering; Engineering management; Work (physics); Aeronautics; Operations research; Transport engineering; Computer science; Political science; Mechanical engineering; Law","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":[0.002758946,0.0003431567,0.00031822,0.002065338,0.006814609,0.002812587,0.001083835,0.001189166,0.009235163],"category_scores_gemma":[0.01169241,0.0002892257,0.0005424274,0.003304814,0.002600109,0.000927453,0.00188111,0.001323553,0.0008891709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04989741,"about_ca_system_score_gemma":0.1335487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9768639,"about_ca_topic_score_gemma":0.9848323,"domain_scores_codex":[0.9920442,0.0006255612,0.0004480215,0.0004296407,0.0035697,0.002882867],"domain_scores_gemma":[0.9870449,0.001487186,0.000791778,0.0003722388,0.007679224,0.002624741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003462965,0.0002516183,0.2854149,0.001906635,0.00006294838,0.006908482,0.06315549,0.006560701,0.009038129,0.1888507,0.09631659,0.3411876],"study_design_scores_gemma":[0.00002239755,0.0001571857,0.613364,0.001334802,0.00003306128,0.001664167,0.04530817,0.002288767,0.001865832,0.005020757,0.3287619,0.0001789133],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5526138,0.003744803,0.008675505,0.02175353,0.0004551085,0.0008927277,0.005436435,0.0002792179,0.406149],"genre_scores_gemma":[0.9415961,0.002519462,0.005748455,0.001612046,0.00005063375,0.0002112848,0.001710569,0.00005186446,0.0464996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04989741,"threshold_uncertainty_score":0.3620327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046146201286824,"score_gpt":0.3306020434722614,"score_spread":0.225987423343579,"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."}}