{"id":"W7132990391","doi":"","title":"Shifting Pedagogies during COVID-19: The Professional Learning of Teacher Educators regarding Digital Technology in a Time of Crisis and Change","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute","funders":"","keywords":"Teacher education; Professional development; Professional learning community; Educational technology; Technology integration; Qualitative research; Faculty development; Digital learning; Teaching method","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":[0.008319641,0.0004495729,0.0008164925,0.001254973,0.03489555,0.01370767,0.002464807,0.00485028,0.002406812],"category_scores_gemma":[0.01720159,0.0009530363,0.0004937836,0.001224042,0.03253885,0.007771218,0.01816642,0.01095192,0.0005301709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02258156,"about_ca_system_score_gemma":0.02058426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08639751,"about_ca_topic_score_gemma":0.1759777,"domain_scores_codex":[0.9898142,0.004514402,0.0003037787,0.0006898112,0.001562876,0.003114945],"domain_scores_gemma":[0.9856124,0.005600289,0.001343382,0.0006093383,0.001701583,0.005133042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002287884,0.00003979826,0.003847697,0.00005129156,0.000002505418,0.001579358,0.9848343,0.00004200056,0.0004679358,0.001776434,0.001342009,0.005993772],"study_design_scores_gemma":[0.000002539369,0.00001874873,0.001438879,0.00005143788,0.000001479918,0.0003309915,0.9865998,0.0000306808,0.0001535854,0.0003503957,0.01100526,0.00001617978],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648839,0.001078912,0.001987706,0.0170454,0.0002449181,0.00009180629,0.00003850045,0.00006452791,0.01456439],"genre_scores_gemma":[0.9945431,0.0004676726,0.0006219762,0.001683857,0.00002968761,0.00004726171,0.00001890689,0.00003485309,0.002552661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08639751,"threshold_uncertainty_score":0.1717892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09930194612785272,"score_gpt":0.4557568456185223,"score_spread":0.3564548994906696,"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."}}