{"id":"W4391354648","doi":"10.51889/2959-5967.2023.77.4.031","title":"СРАВНИТЕЛЬНО-ПЕДАГОГИЧЕСКОЕ ИССЛЕДОВАНИЕ ПСИХОЛОГИЧЕСКОЙ СЛУЖБЫ В ОРГАНИЗАЦИЯХ ОБЩЕГО СРЕДНЕГО ОБРАЗОВАНИЯ КАЗАХСТАНА И БОЛЬШОЙ СЕМЕРКИ (G7)","year":2024,"lang":"kk","type":"article","venue":"Habaršy. Psihologiâ seriâsy","topic":"Ukraine: War, Education, Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004706501,0.002991441,0.002414507,0.001046,0.002110351,0.001618268,0.004150599,0.002186726,0.05984629],"category_scores_gemma":[0.0009459063,0.002993063,0.001341315,0.004671726,0.002752282,0.002838727,0.001723175,0.003889653,0.06815179],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003879131,"about_ca_system_score_gemma":0.002254236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004753827,"about_ca_topic_score_gemma":0.002581746,"domain_scores_codex":[0.9801215,0.001837054,0.003584309,0.005771122,0.00317268,0.005513356],"domain_scores_gemma":[0.9898834,0.001416146,0.001027495,0.004695138,0.0002351538,0.002742683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008426764,0.005231485,0.07397652,0.005446338,0.001567017,0.006432322,0.03898864,0.002397099,0.04569386,0.00920564,0.6444733,0.1657452],"study_design_scores_gemma":[0.0027154,0.002513607,0.2607542,0.001824784,0.0009500924,0.002453018,0.004956142,0.006214165,0.0067462,0.005911903,0.6988134,0.006147121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7949476,0.01786311,0.001358802,0.03111406,0.02433684,0.005112018,0.001523414,0.003455576,0.1202886],"genre_scores_gemma":[0.9232593,0.006086954,0.004891878,0.005022762,0.00387287,0.0005082241,0.0006132971,0.0007525539,0.05499219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1867777,"threshold_uncertainty_score":0.9999617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592645670727912,"score_gpt":0.2929583301730057,"score_spread":0.2770318734657266,"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."}}