{"id":"W4406609920","doi":"10.15372/phe20240109","title":"СОСТОЯНИЕ И ПУТИ СОВЕРШЕНСТВОВАНИЯ ПРАКТИЧЕСКОЙ ПОДГОТОВКИ БУДУЩЕГО УЧИТЕЛЯ ФИЗИКИ","year":2024,"lang":"ru","type":"article","venue":"Философия образования","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00248787,0.001735477,0.001474761,0.002211048,0.0009642697,0.003157329,0.00607344,0.001298071,0.004065096],"category_scores_gemma":[0.001277188,0.001735708,0.0007567218,0.008435136,0.001390975,0.002825602,0.002663054,0.003200176,0.02104427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001299552,"about_ca_system_score_gemma":0.002672083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002138319,"about_ca_topic_score_gemma":0.00007617913,"domain_scores_codex":[0.9886056,0.0004735216,0.002202953,0.003566308,0.002395794,0.00275582],"domain_scores_gemma":[0.992263,0.001681775,0.0005577127,0.003799528,0.001164759,0.0005332903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002167619,0.0003858213,0.002663553,0.0006302232,0.0005754341,0.0004632408,0.003203835,0.00004300257,0.001859112,0.5156671,0.2703892,0.2040978],"study_design_scores_gemma":[0.001016385,0.0009023129,0.04994135,0.002174028,0.0003161682,0.0003460533,0.001866188,0.01421983,0.01659746,0.1444132,0.7641529,0.004054158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1782491,0.05506967,0.2095401,0.1468879,0.1072629,0.005204538,0.0009771265,0.01965382,0.2771549],"genre_scores_gemma":[0.937254,0.0006263988,0.02006005,0.001822851,0.005442061,0.000290755,0.000137224,0.0002919869,0.03407466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.759005,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03830381408231516,"score_gpt":0.3266975484333296,"score_spread":0.2883937343510145,"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."}}