{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001699632,0.00005185587,0.0001986928,0.0000818096,0.00002132361,7.614698e-7,0.0001088703,0.00002328526,0.0003983101],"category_scores_gemma":[0.0003658567,0.00004089198,0.00002765241,0.0003054378,0.0001120085,0.00001380229,0.00001128416,0.0001326844,0.000001432026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009106167,"about_ca_system_score_gemma":0.003006494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05236542,"about_ca_topic_score_gemma":0.05737991,"domain_scores_codex":[0.9992026,0.00001959459,0.0004359836,0.00008723024,0.0001819334,0.0000726463],"domain_scores_gemma":[0.9991345,0.0002038145,0.0002530405,0.0001564986,0.0002034244,0.00004872925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002698908,0.001030189,0.6345549,0.0006726935,0.0001331816,5.89716e-7,0.01126401,0.0002823997,0.002557259,0.3275982,0.02003298,0.001603744],"study_design_scores_gemma":[0.0005700963,0.0002851454,0.9808448,0.00009566708,0.00005306566,0.000002617312,0.007401284,0.0006425761,0.001878332,0.001896263,0.006254242,0.00007592263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153237,0.000289625,0.00004793764,0.08266255,0.0000926573,0.0001283364,0.00002208462,0.000003096809,0.001430039],"genre_scores_gemma":[0.9984671,0.00007454116,0.000507851,0.0006859066,0.00009249715,0.000003103086,0.00004184569,0.000004156189,0.0001229601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3462899,"threshold_uncertainty_score":0.9598204,"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."}}