{"id":"W1977352630","doi":"10.1080/13601440903529943","title":"Identifying the potential organizational impact of an educational peer review program","year":2010,"lang":"en","type":"article","venue":"The International Journal for Academic Development","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Documentation; Valuation (finance); Psychology; Library science; Pedagogy; Sociology; Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0718472,0.0002853941,0.0004300431,0.003034077,0.004101205,0.006426909,0.001994265,0.001006971,0.003214472],"category_scores_gemma":[0.2452716,0.000351996,0.0005516596,0.001777538,0.002463735,0.003139409,0.005405513,0.0009903843,0.0004560441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006195834,"about_ca_system_score_gemma":0.02178963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008301117,"about_ca_topic_score_gemma":0.02070447,"domain_scores_codex":[0.8239141,0.1231591,0.007040525,0.003053795,0.03707096,0.005761614],"domain_scores_gemma":[0.5682639,0.2890481,0.04934689,0.01552705,0.06369949,0.0141146],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005770603,0.002456961,0.3588343,0.002588232,0.0003207524,0.00125657,0.1037264,0.0007950594,0.003536751,0.005322503,0.005716212,0.5148692],"study_design_scores_gemma":[0.0002095014,0.006079812,0.7090949,0.00205027,0.0004872136,0.001223163,0.2050596,0.003315899,0.005469157,0.003334448,0.06348463,0.0001914845],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533241,0.001247321,0.005767091,0.005681781,0.000206788,0.001570138,0.00006830783,0.0001167318,0.03201761],"genre_scores_gemma":[0.9913345,0.0004843949,0.004776881,0.0004272439,0.0001020117,0.0005277884,0.00003201371,0.00001739812,0.002297685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9281528,"threshold_uncertainty_score":0.3799689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133835510325108,"score_gpt":0.5470072494468942,"score_spread":0.4131717391217862,"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."}}