{"id":"W7068058379","doi":"","title":"The Nature of the Teacher Knowledge Constructed in a Multimodal Professional Learning Community","year":2017,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Financial Crisis of the 21st Century","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional learning community; Professional development; Techne; Scope (computer science); Action research; Action (physics); Professional studies; Grounded theory; Teacher education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007108664,0.000173687,0.0004901386,0.00005740117,0.0008601471,0.00001605433,0.001479816,0.0005601606,0.001225997],"category_scores_gemma":[0.0004498768,0.0001659704,0.0002406498,0.00005828581,0.0002575241,0.0002127605,0.0002341918,0.001624539,0.00001710919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003239157,"about_ca_system_score_gemma":0.0001383079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1140996,"about_ca_topic_score_gemma":0.2875781,"domain_scores_codex":[0.9991114,0.0001846343,0.0002337932,0.0001974675,0.00007004436,0.0002026395],"domain_scores_gemma":[0.9977306,0.0001297301,0.001310716,0.0006877054,0.0001093112,0.0000319991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003616827,0.002346055,0.3577953,0.002210426,0.001181599,0.00001448414,0.355046,0.00009758688,0.0007340527,0.1417752,0.01489033,0.1202921],"study_design_scores_gemma":[0.0006392007,0.00003045871,0.9594821,0.000252817,0.00001949606,4.348595e-7,0.02991367,0.0002356933,0.00002454608,0.0005592839,0.008660925,0.000181411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7882897,0.004879565,0.000001083877,0.0002377752,0.00130029,0.0002696772,0.00005002691,0.00001006697,0.2049619],"genre_scores_gemma":[0.9440401,0.0003691273,0.00007480428,0.000002925375,0.00002582088,5.122045e-7,0.00004674517,0.00001633493,0.05542366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6016867,"threshold_uncertainty_score":0.999687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446797784054846,"score_gpt":0.2532513496366169,"score_spread":0.2387833717960684,"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."}}