{"id":"W2894782313","doi":"","title":"Enhancing Faculty Involvement in Program Review","year":2018,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science; Engineering ethics; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0936289,0.0006361952,0.0007337351,0.004051661,0.00582745,0.007219521,0.003513454,0.001949461,0.008016152],"category_scores_gemma":[0.1533886,0.0009068729,0.0009595836,0.001864949,0.00154115,0.004085584,0.009406812,0.002886467,0.002391853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008162384,"about_ca_system_score_gemma":0.05053448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004455383,"about_ca_topic_score_gemma":0.01960191,"domain_scores_codex":[0.8354951,0.1173334,0.007829659,0.00506662,0.02534057,0.008934646],"domain_scores_gemma":[0.6859726,0.1350533,0.04038411,0.03585811,0.05768542,0.04504644],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004702757,0.004726653,0.04965012,0.001078148,0.0001723061,0.0003262862,0.02784284,0.001507173,0.01040056,0.006256617,0.02368402,0.873885],"study_design_scores_gemma":[0.00127804,0.01309119,0.3471176,0.001915906,0.0005023902,0.002178866,0.04608946,0.01192491,0.03929634,0.01765637,0.5182247,0.0007242433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5553208,0.001751863,0.1382452,0.07132737,0.001132445,0.02863319,0.0004316607,0.005141537,0.1980159],"genre_scores_gemma":[0.8746066,0.0005258028,0.08727472,0.004475165,0.0003330141,0.006059638,0.0002068953,0.000314893,0.02620324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9063711,"threshold_uncertainty_score":0.4951628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3491329230774847,"score_gpt":0.4876778423088525,"score_spread":0.1385449192313678,"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."}}