{"id":"W2613869486","doi":"10.7202/1039630ar","title":"Fostering Classroom Communities through Circling With Teacher Candidates","year":2017,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Pedagogy; Psychology; Mathematics education; Teacher education; Sense of community; Focus (optics); Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006518594,0.0005684564,0.0003889581,0.001158069,0.007272376,0.004088976,0.001874604,0.001155918,0.005990555],"category_scores_gemma":[0.01815673,0.0004110548,0.0004066681,0.0005050645,0.003518903,0.003406254,0.008303004,0.001461852,0.001300826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027843,"about_ca_system_score_gemma":0.002657302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046716,"about_ca_topic_score_gemma":0.003237622,"domain_scores_codex":[0.9936817,0.004512334,0.0001429063,0.0006722421,0.0005402257,0.0004506219],"domain_scores_gemma":[0.9863361,0.004828336,0.00162785,0.001543063,0.001228987,0.004435611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002771831,0.00104334,0.01689508,0.0005424562,0.00002323466,0.002877169,0.7452471,0.0005169365,0.01527138,0.01879039,0.009921519,0.1885943],"study_design_scores_gemma":[0.0001444367,0.002575777,0.01824166,0.0009292822,0.00008144174,0.00419215,0.5559484,0.003776591,0.01032502,0.01287852,0.3906643,0.0002424479],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8946601,0.0006069078,0.05210558,0.003662334,0.0002639153,0.00103307,0.00004540519,0.0004968269,0.04712576],"genre_scores_gemma":[0.9466675,0.0002521698,0.03905578,0.0002464963,0.00007579401,0.0003793732,0.00004950284,0.00008875865,0.01318453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007272376,"threshold_uncertainty_score":0.03447402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4311109917379079,"score_gpt":0.4577700518069258,"score_spread":0.02665906006901791,"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."}}