{"id":"W7035217374","doi":"","title":"Подолання пропагандистського і політичного підходів у поданні зарубіжного досвіду підготовки майбутнього вчителя на сторінках українських педагогічних часописів, у так звану пору «плюралізму та гласності»(1985–1991 рр.)","year":2015,"lang":"uk","type":"article","venue":"ENPUIR (National Pedagogical Dragomanov University)","topic":"Computational and Text Analysis Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Secondary education; Ridiculous; Period (music)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.005195435,0.001904954,0.002284829,0.00269248,0.003253424,0.0009629318,0.003798023,0.001709839,0.007214176],"category_scores_gemma":[0.003087221,0.002048111,0.00209034,0.007964223,0.002781011,0.002755567,0.001809969,0.002226673,0.003611274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003205491,"about_ca_system_score_gemma":0.005300181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003586746,"about_ca_topic_score_gemma":0.002953988,"domain_scores_codex":[0.9806419,0.003728151,0.002243357,0.00337191,0.007231855,0.002782829],"domain_scores_gemma":[0.9863335,0.003542421,0.001603157,0.001179323,0.004247773,0.00309376],"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":[0.001204604,0.003900713,0.006068302,0.0001888534,0.002097207,0.001687171,0.0182,0.009158126,0.0003171771,0.8814135,0.06299443,0.01276991],"study_design_scores_gemma":[0.00426324,0.0006587699,0.007664036,0.000166336,0.0008791292,0.00006075651,0.01461733,0.00539553,0.00006463162,0.06605709,0.8974907,0.00268249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1055668,0.002636088,0.02465204,0.02030588,0.006349291,0.002569466,0.000955568,0.001535928,0.835429],"genre_scores_gemma":[0.7264774,0.0006159192,0.009394612,0.002463871,0.005350003,0.00002590175,0.001304181,0.0002053973,0.2541627],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8344962,"threshold_uncertainty_score":0.9999328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3768315516482512,"score_gpt":0.4223078123163116,"score_spread":0.04547626066806049,"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."}}