{"id":"W7086729642","doi":"10.5281/zenodo.17299383","title":"ҚАЗАҚСТАНДАҒЫ ВОЛОНТЕРЛІК ҚЫЗМЕТТІҢ ДАМУЫ: ҚҰҚЫҚТЫҚ НЕГІЗІ МЕН МЕМЛЕКЕТТІК ҚОЛДАУЫ","year":2025,"lang":"kk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Boucher Institute of Naturopathic Medicine","funders":"","keywords":"Identification (biology); Product (mathematics); Process (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002497445,0.000675065,0.0008856411,0.00124259,0.003121977,0.000968638,0.002133924,0.0004533045,0.04810903],"category_scores_gemma":[0.004381598,0.0007022981,0.0002806805,0.002688711,0.001193342,0.000454686,0.002550921,0.001475641,0.025689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009708151,"about_ca_system_score_gemma":0.00006966913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006058783,"about_ca_topic_score_gemma":7.432282e-7,"domain_scores_codex":[0.9932321,0.001139514,0.0013178,0.001378131,0.001530619,0.001401882],"domain_scores_gemma":[0.9945995,0.0001787026,0.0004418167,0.001993289,0.001965913,0.0008208198],"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":[0.0009555478,0.001046879,0.00007654318,0.001124038,0.000803361,0.0002084899,0.002914089,0.0001320891,0.01505988,0.02993284,0.7394463,0.2082999],"study_design_scores_gemma":[0.004089111,0.0009118906,0.005730471,0.001159973,0.0004555435,0.0001883272,0.00144131,0.00131667,0.001504112,0.0008129994,0.9818441,0.0005455455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05204549,0.009745074,0.01789856,0.04592817,0.00531178,0.005515555,0.000820918,0.007750224,0.8549842],"genre_scores_gemma":[0.9302172,0.001429423,0.0005189958,0.003256544,0.002377709,3.843416e-7,0.003204216,0.006068238,0.05292731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8781717,"threshold_uncertainty_score":0.9995428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02859852470923276,"score_gpt":0.2853930975829663,"score_spread":0.2567945728737335,"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."}}