{"id":"W4402099815","doi":"10.53555//kuey.v30i8.6950","title":"Educational Administration: Theory and Practice","year":2024,"lang":"en","type":"paratext","venue":"","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Computer science; Mathematics education; Psychology; Political science; Law","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":[0.04081585,0.001399526,0.002615,0.005876977,0.002165096,0.01072416,0.003773755,0.004364089,0.01163748],"category_scores_gemma":[0.06645757,0.0009548437,0.001864891,0.006096143,0.0134929,0.007169252,0.00546658,0.00514204,0.003009814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01043157,"about_ca_system_score_gemma":0.03346308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003097704,"about_ca_topic_score_gemma":0.002235356,"domain_scores_codex":[0.9618776,0.02965035,0.001752793,0.001691445,0.004218775,0.0008090005],"domain_scores_gemma":[0.910466,0.07414041,0.003425081,0.004005607,0.00548251,0.002480402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001670526,0.001059043,0.006299519,0.03506599,0.0005136876,0.0003678354,0.01016567,0.004430705,0.0002100531,0.4129169,0.02868017,0.5001234],"study_design_scores_gemma":[0.0005380695,0.0006287404,0.007023708,0.1050878,0.0006538962,0.0007518842,0.01087481,0.006434867,0.0005086295,0.6130659,0.2543036,0.0001280658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01879653,0.2872868,0.2178143,0.1258726,0.005378843,0.009026781,0.0007168528,0.0006513098,0.3344559],"genre_scores_gemma":[0.5261066,0.2046817,0.2231747,0.0183506,0.002679829,0.01555307,0.0003728536,0.000182146,0.008898413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04081585,"threshold_uncertainty_score":0.2158574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05426574716001586,"score_gpt":0.4349198738370926,"score_spread":0.3806541266770767,"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."}}