{"id":"W2418485596","doi":"","title":"The Comparative Studies of Air Traffic Controllers Professional Communicative Competence Development Methodical Systems of Canada, Germany and Russia","year":2015,"lang":"en","type":"article","venue":"Edukacja-Technika-Informatyka","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Air traffic control; Communicative competence; Political science; Sociology; Geography; Pedagogy; Management; Economics; Cartography","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":[0.002687479,0.0002310961,0.0004354493,0.00440914,0.004721909,0.00374192,0.0008387723,0.0005482571,0.002214831],"category_scores_gemma":[0.007068446,0.000235282,0.0002358129,0.00574911,0.003747234,0.001043961,0.002055465,0.0006290459,0.0001701712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02559255,"about_ca_system_score_gemma":0.03508423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8256146,"about_ca_topic_score_gemma":0.9065316,"domain_scores_codex":[0.9970564,0.0009805097,0.0001071543,0.0002536344,0.0006363582,0.000965951],"domain_scores_gemma":[0.9951755,0.002203275,0.0004089104,0.0001453561,0.001331282,0.000735592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003932655,0.0001216851,0.3467981,0.0002122609,0.00009197144,0.0005719914,0.5833871,0.0005090542,0.002061432,0.01598942,0.0008353174,0.04902842],"study_design_scores_gemma":[0.00000697502,0.00006108234,0.8411962,0.00007016134,0.00002892412,0.00008519491,0.15139,0.0002634788,0.0003096851,0.0002081547,0.006360442,0.00001972464],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955643,0.0003436372,0.00007221509,0.00008365154,0.000003211426,0.00001005017,0.00005177692,0.000001507557,0.003869582],"genre_scores_gemma":[0.9987181,0.0001954112,0.00005277217,0.00001019805,9.440335e-7,0.000007382637,0.00005602856,0.00000182149,0.0009573361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1743854,"threshold_uncertainty_score":0.3508247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08832140844175478,"score_gpt":0.3876534722191647,"score_spread":0.2993320637774099,"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."}}