{"id":"W4393955411","doi":"10.25035/jche.02.01.04","title":"Educational Evaluation as Hermes","year":2024,"lang":"en","type":"article","venue":"Journal of Contemplative and Holistic Education","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07549194,0.0008329457,0.0007531486,0.002933922,0.006052336,0.01766108,0.001670198,0.003908395,0.00543199],"category_scores_gemma":[0.07037806,0.0004433273,0.0006600948,0.00214218,0.05202971,0.01469275,0.01040219,0.006932353,0.001068956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01184067,"about_ca_system_score_gemma":0.01285279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002232942,"about_ca_topic_score_gemma":0.001977274,"domain_scores_codex":[0.9001887,0.07823028,0.003797332,0.003621842,0.01213301,0.002028789],"domain_scores_gemma":[0.9312775,0.04887416,0.002996152,0.007824522,0.006989941,0.002037715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001204915,0.000017367,0.0001227614,0.00006942284,0.0000028098,0.00002204906,0.004876915,0.0001935109,0.00008900409,0.9778276,0.002129348,0.01463712],"study_design_scores_gemma":[0.00002066009,0.00007237106,0.0002715485,0.0005252922,0.000009941028,0.00008892103,0.00364963,0.00111807,0.0007262421,0.7988151,0.1946699,0.00003225507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01594779,0.008903592,0.2910189,0.08324739,0.003526687,0.001210319,0.0001708345,0.0005424582,0.595432],"genre_scores_gemma":[0.7902725,0.004106009,0.1295385,0.01124675,0.00166357,0.001885724,0.0001220604,0.0003160921,0.06084863],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07549194,"threshold_uncertainty_score":0.3992443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3811328744922947,"score_gpt":0.6170466990209954,"score_spread":0.2359138245287007,"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."}}