{"id":"W4388766330","doi":"10.51889/2959-5762.2023.79.3.001","title":"ДИРЕКТОРЛЫҚ ИНСТИТУТ HONORS COLLEGE АКАДЕМИЯЛЫҚ ҤСТЕМДІК БАҒДАРЛАМАСЫНЫҢ ПЕРСПЕКТИВАЛЫ БАҒЫТЫ РЕТІНДЕ","year":2023,"lang":"ru","type":"article","venue":"Habaršy. Pedagogika ġylymdary seriâsy","topic":"Central Asia Education and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Principal (computer security); Competence (human resources); Professional development; Pedagogy; Political science; Sociology; Mathematics education; Psychology","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":[0.002173526,0.0004466093,0.0002899916,0.001467974,0.004072748,0.01095417,0.0007991015,0.001598816,0.04923617],"category_scores_gemma":[0.005580973,0.0003610247,0.0004555208,0.001474195,0.005117059,0.004228898,0.004226048,0.003075301,0.01016431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004944688,"about_ca_system_score_gemma":0.007237851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009104431,"about_ca_topic_score_gemma":0.009426738,"domain_scores_codex":[0.9961559,0.001008082,0.0001482088,0.0006216416,0.001386452,0.000679755],"domain_scores_gemma":[0.9974971,0.0004811072,0.0002617229,0.000303625,0.0008038032,0.000652594],"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":[0.00003086989,0.00003331775,0.001348644,0.00007852969,0.00000923604,0.0001030466,0.002033359,0.0001909217,0.0003424963,0.9515073,0.01243296,0.03188938],"study_design_scores_gemma":[0.00003138008,0.00004208395,0.005719997,0.0001842789,0.00001629931,0.0002166056,0.003622882,0.0004322116,0.0007121213,0.2276337,0.761336,0.00005250515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02671533,0.002251436,0.01791105,0.01662175,0.001085331,0.0001307857,0.0003464714,0.0001581469,0.9347796],"genre_scores_gemma":[0.6735644,0.00391825,0.01683072,0.002435403,0.001057762,0.0003343612,0.000498709,0.000248551,0.3011118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04923617,"threshold_uncertainty_score":0.1647114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05320140899631549,"score_gpt":0.3551908433800349,"score_spread":0.3019894343837194,"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."}}