{"id":"W4402917974","doi":"10.26443/mje/rsem.v58i2.10109","title":"Swerve &amp; Shift: The lived experience of Canadian faculty teaching through a pandemic","year":2024,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; Concordia University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Lived experience; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medical education; Sociology; Pedagogy; Psychology; Medicine; Virology; Psychoanalysis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006598095,0.0008075582,0.0008996521,0.0020376,0.07589931,0.01254323,0.004391242,0.005433354,0.004541419],"category_scores_gemma":[0.0134002,0.000756873,0.0006178071,0.003546249,0.04322868,0.006636116,0.01424566,0.01253782,0.0004621214],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09396468,"about_ca_system_score_gemma":0.09810793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9479446,"about_ca_topic_score_gemma":0.9733645,"domain_scores_codex":[0.9913646,0.002920051,0.000157475,0.0005452484,0.001408819,0.003603695],"domain_scores_gemma":[0.9894443,0.00284424,0.0004975126,0.0003097785,0.001416263,0.005487903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001920446,0.00001323772,0.001010547,0.0000202032,0.000002876278,0.0005438442,0.9922755,0.00004931542,0.0002012256,0.001575359,0.002182899,0.002105783],"study_design_scores_gemma":[0.000001918116,0.0000114372,0.0007994406,0.0000387905,0.000002288051,0.0001156766,0.9824594,0.00003386828,0.0000621308,0.0001589125,0.01629218,0.00002395438],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261999,0.00212926,0.0009865802,0.0280351,0.0005786949,0.0001123772,0.0002320985,0.00008251778,0.04164352],"genre_scores_gemma":[0.9885728,0.0009463843,0.0003287756,0.003256794,0.00004938178,0.00003137364,0.00004763432,0.0000480496,0.006718839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9060353,"threshold_uncertainty_score":0.6817647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5959891862667498,"score_gpt":0.5115182405659195,"score_spread":0.08447094570083025,"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."}}