{"id":"W1517551366","doi":"10.3138/cjpe.028.005","title":"Learning Circles for Advanced Professional Development in Evaluation","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Health Canada","funders":"","keywords":"Professional development; Context (archaeology); Process (computing); Quality (philosophy); Psychology; Professional learning community; Collaborative learning; Knowledge management; Medical education; Pedagogy; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.2116338,0.0006295021,0.000692819,0.002013539,0.006701295,0.01145939,0.002802179,0.00271124,0.01083606],"category_scores_gemma":[0.210809,0.0006412037,0.0005745892,0.001557393,0.009910975,0.008270128,0.01519117,0.0037077,0.001088221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01753575,"about_ca_system_score_gemma":0.03806773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006184277,"about_ca_topic_score_gemma":0.009608576,"domain_scores_codex":[0.6583835,0.3145939,0.00399549,0.002955843,0.01653305,0.003538372],"domain_scores_gemma":[0.5752622,0.3377666,0.0175971,0.02664452,0.02296061,0.01976899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001293534,0.004477753,0.00940463,0.002741718,0.00008118353,0.0001642404,0.04261436,0.003563838,0.001292478,0.2433032,0.02032422,0.6707388],"study_design_scores_gemma":[0.006738246,0.01138103,0.04308601,0.0116936,0.0003613483,0.0009424558,0.06677875,0.04932347,0.01537783,0.2937639,0.4998332,0.0007203281],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3507875,0.007339277,0.2557079,0.09687124,0.00105422,0.0133688,0.0001573293,0.00193148,0.2727822],"genre_scores_gemma":[0.8786912,0.0005212786,0.1118282,0.001803815,0.0000910903,0.004382655,0.00002832599,0.00007189444,0.002581591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2116338,"threshold_uncertainty_score":0.9721959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3661087849207835,"score_gpt":0.5580433458244787,"score_spread":0.1919345609036952,"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."}}