{"id":"W66414420","doi":"","title":"От ученика к учителю: анализ механизмов вхождения в педагогическую профессию в ведущих образовательных системах","year":2010,"lang":"ru","type":"article","venue":"Мир науки, культуры, образования","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Political science; Pedagogy; Sociology; 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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003070448,0.002295512,0.001960501,0.001587426,0.002435158,0.00263694,0.006778227,0.001832587,0.04964361],"category_scores_gemma":[0.0005924507,0.002400473,0.001036388,0.004238516,0.001423478,0.003089517,0.002170526,0.004523668,0.007295111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004921112,"about_ca_system_score_gemma":0.003093043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004919131,"about_ca_topic_score_gemma":0.01051652,"domain_scores_codex":[0.9857216,0.0005276796,0.003227988,0.004002415,0.003038974,0.003481333],"domain_scores_gemma":[0.9868944,0.00109528,0.001714212,0.006167073,0.002541969,0.001587015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001291383,0.004407066,0.003733625,0.0005923849,0.0008316105,0.00027103,0.005655215,0.0001748555,0.01491342,0.3732778,0.1818155,0.4141984],"study_design_scores_gemma":[0.005352541,0.001516719,0.5604698,0.000987789,0.000589581,0.001077515,0.004998835,0.01776092,0.01102815,0.05346407,0.3343672,0.008386869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4575594,0.008384551,0.01963353,0.1002652,0.05855737,0.003550683,0.000711264,0.002642594,0.3486954],"genre_scores_gemma":[0.9338195,0.0006549875,0.02345816,0.00439996,0.00801161,0.0004070728,0.0002936558,0.0003648061,0.02859027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5567362,"threshold_uncertainty_score":0.9994633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129644993696647,"score_gpt":0.3009684995691005,"score_spread":0.269672049632134,"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."}}