{"id":"W4281864606","doi":"10.20429/ijsotl.2022.160204","title":"A Collaborative Self-Study: Reflections on Convening a SoTL Community of Practice","year":2022,"lang":"en","type":"article","venue":"International Journal for the Scholarship of Teaching and Learning","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Scholarship of Teaching and Learning; Community of practice; Scholarship; Diversity (politics); Value (mathematics); Psychology; Collaborative learning; Sociology; Pedagogy; Political science; Computer science; Teaching method","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0319771,0.001019976,0.001058614,0.003276312,0.02282308,0.01102651,0.003589287,0.00536451,0.003847402],"category_scores_gemma":[0.08428109,0.000989059,0.001326305,0.001448397,0.02717117,0.007695079,0.01713854,0.00829112,0.001012617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005267194,"about_ca_system_score_gemma":0.005771914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003827124,"about_ca_topic_score_gemma":0.005356316,"domain_scores_codex":[0.948779,0.04136477,0.0008453999,0.002523235,0.003383566,0.003103937],"domain_scores_gemma":[0.9022781,0.07515711,0.002846383,0.005572355,0.006475948,0.007670203],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003279235,0.0001545674,0.00115424,0.00009189503,0.000007793547,0.001271358,0.9821035,0.00006231671,0.0007100857,0.004383292,0.001333916,0.008694165],"study_design_scores_gemma":[0.00002035857,0.000165304,0.001176315,0.0001420494,0.00000829383,0.0007749819,0.9648464,0.0002532493,0.0006694825,0.002480944,0.02942842,0.00003414645],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9183,0.000774773,0.01835206,0.01489714,0.000877603,0.001030323,0.0001080256,0.0003189689,0.04534099],"genre_scores_gemma":[0.9830418,0.0003815137,0.004953183,0.001702801,0.0001841197,0.0003318914,0.00005187117,0.0001956575,0.00915712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9680229,"threshold_uncertainty_score":0.1691131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1556751321629822,"score_gpt":0.5241208202315063,"score_spread":0.3684456880685241,"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."}}