{"id":"W3044331104","doi":"10.31339/2413-3329-2020-1(11)-216-220","title":"Teacher traning system development in the USA and Canada: a comparative study","year":2020,"lang":"en","type":"article","venue":"Scientific Bulletin of Mukachevo State University Series “Pedagogy and Psychology”","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Political science; Psychology; Medical education; Medicine","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":[0.0010369,0.000162636,0.0004003997,0.002479669,0.007860633,0.002930834,0.001333222,0.0006118011,0.002876646],"category_scores_gemma":[0.0054277,0.0002346422,0.0002679195,0.00705585,0.002038361,0.0008808022,0.001636076,0.001130124,0.0001633011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06796791,"about_ca_system_score_gemma":0.0944321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942316,"about_ca_topic_score_gemma":0.9983605,"domain_scores_codex":[0.9982597,0.00025949,0.00004903931,0.0001141071,0.0005624104,0.0007552564],"domain_scores_gemma":[0.9947184,0.0006511001,0.0004662896,0.0001088911,0.003079465,0.0009757312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002999445,0.0006318984,0.8298365,0.000195654,0.00007688336,0.0007896583,0.08453219,0.0006656461,0.0009873388,0.009207715,0.006076797,0.06669963],"study_design_scores_gemma":[0.00001279083,0.00006206481,0.8850481,0.00007343871,0.0000343764,0.0001026076,0.1010405,0.0003266922,0.0003034458,0.0001365286,0.01283479,0.00002461947],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897634,0.0004124385,0.00007414391,0.00061189,0.000009015975,0.00003296319,0.0003290262,0.000007717842,0.00875951],"genre_scores_gemma":[0.9960581,0.0006214065,0.0001259231,0.0001097882,0.000001970456,0.00001537375,0.0002226529,0.000005069521,0.002839593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06796791,"threshold_uncertainty_score":0.493144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0747472979648315,"score_gpt":0.3405450144457274,"score_spread":0.265797716480896,"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."}}