{"id":"W4405017677","doi":"10.1080/00220485.2024.2422407","title":"Teaching and learning communities of practice in economics","year":2024,"lang":"en","type":"article","venue":"The Journal of Economic Education","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics education; Sociology; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.02478306,0.0004065603,0.0005329504,0.002463183,0.009224558,0.01358754,0.002179025,0.004343803,0.00800223],"category_scores_gemma":[0.04255342,0.0004466463,0.0005671727,0.001942917,0.02398934,0.01127707,0.01374036,0.003281046,0.001121485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00583501,"about_ca_system_score_gemma":0.01000088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001932507,"about_ca_topic_score_gemma":0.003419497,"domain_scores_codex":[0.9726245,0.02324569,0.0003881808,0.001240302,0.001557848,0.0009435304],"domain_scores_gemma":[0.9289795,0.05569988,0.003046658,0.004297657,0.001880467,0.006095862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005931108,0.0006384301,0.004665772,0.0008424175,0.00003613087,0.0004978803,0.1236773,0.00145599,0.0005651874,0.5990422,0.01405907,0.2544603],"study_design_scores_gemma":[0.0001104315,0.0002863936,0.003320138,0.001877519,0.00002348511,0.0004727334,0.06158939,0.00269968,0.0005804227,0.7139618,0.2150269,0.00005114531],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3067465,0.020427,0.1699394,0.1199613,0.001818123,0.001204692,0.00005669351,0.0005966523,0.3792498],"genre_scores_gemma":[0.9300179,0.003519613,0.04996787,0.002032955,0.0002896627,0.0006070226,0.00002608163,0.00007334501,0.01346557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02478306,"threshold_uncertainty_score":0.1310669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04613074407511892,"score_gpt":0.4413566869184944,"score_spread":0.3952259428433755,"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."}}