{"id":"W4210875941","doi":"10.1007/978-981-16-2681-4_19","title":"Contributing to and Learning Through an Evolving Self-Study Community of Practice: The Experiences of Two Science Teacher Educators","year":2022,"lang":"en","type":"book-chapter","venue":"Self-study of teaching and teacher education practices (Print)/Self-study of teaching and teacher education practices","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Community of practice; Pedagogy; Professional learning community; Teacher education; Learning community; Community practice; Sociology; Mathematics education; Psychology; Professional development; Medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.008165315,0.0006238145,0.000829822,0.001516153,0.03739316,0.022072,0.003105607,0.004567228,0.003917186],"category_scores_gemma":[0.01386769,0.001001014,0.000500545,0.001136229,0.03075755,0.009279422,0.01659287,0.01351916,0.0008043277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004965384,"about_ca_system_score_gemma":0.008971127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01247311,"about_ca_topic_score_gemma":0.05175456,"domain_scores_codex":[0.9904745,0.006271909,0.0001312926,0.0005406025,0.0009013647,0.001680302],"domain_scores_gemma":[0.9887561,0.004993126,0.0005292224,0.0005028881,0.0008242895,0.004394358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009273526,0.000079317,0.0007800994,0.00001671175,0.000001249222,0.001000321,0.9902542,0.000008634986,0.0002522108,0.002669879,0.001296687,0.003631309],"study_design_scores_gemma":[0.000006187332,0.00002935515,0.0007667028,0.00005000756,0.000002289695,0.0008590264,0.9619394,0.00003983051,0.0001406437,0.0006468938,0.03550883,0.00001089899],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207676,0.001226453,0.003423075,0.01691321,0.0006007878,0.0001860037,0.00003274211,0.0001403423,0.05670977],"genre_scores_gemma":[0.9390323,0.0007293245,0.002176213,0.002674756,0.0001047535,0.0001078698,0.00003306041,0.000169793,0.05497196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03739316,"threshold_uncertainty_score":0.04318285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08058840553080855,"score_gpt":0.4416222952967394,"score_spread":0.3610338897659308,"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."}}