{"id":"W262717460","doi":"10.3138/cjpe.018.010","title":"Reflections on the CES Case Competition: The Coaches’ Perspective","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Competition (biology); Enthusiasm; Perspective (graphical); Order (exchange); Curriculum; Psychology; Public relations; Mathematics education; Sociology; Pedagogy; Political science; Business; Computer science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0273125,0.001063359,0.0008897532,0.00226984,0.0311492,0.02389456,0.007487914,0.02283337,0.008686425],"category_scores_gemma":[0.05441271,0.0009064513,0.001388428,0.002536951,0.02126125,0.01199392,0.013837,0.04202288,0.001408304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02069386,"about_ca_system_score_gemma":0.01737961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0659869,"about_ca_topic_score_gemma":0.1442527,"domain_scores_codex":[0.9577284,0.02379323,0.0008433355,0.001972454,0.007076022,0.008586515],"domain_scores_gemma":[0.9519517,0.02086183,0.001981947,0.0008287855,0.01016968,0.01420601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001216979,0.0006959333,0.003349953,0.0004250327,0.00002995495,0.01051144,0.2440088,0.0009560459,0.0004800813,0.1419834,0.5646275,0.03281016],"study_design_scores_gemma":[0.0000192355,0.0001084618,0.001377149,0.0005797397,0.000006605761,0.001855845,0.3819432,0.0004391573,0.0002442857,0.008627862,0.6047079,0.00009064883],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03817459,0.003715902,0.002216318,0.8728063,0.009297511,0.0001027017,0.00005561751,0.00003691037,0.07359418],"genre_scores_gemma":[0.6197119,0.01120135,0.003524253,0.276439,0.007914636,0.0003504099,0.0001323517,0.0002657939,0.08046027],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9340131,"threshold_uncertainty_score":0.1501451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6127644386593305,"score_gpt":0.5922524016754245,"score_spread":0.02051203698390602,"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."}}