{"id":"W3184012846","doi":"10.26522/brocked.v30i2.866","title":"Experiencing the shift: How postsecondary contract and continuing faculty moved to online course delivery","year":2021,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Notice; Timeline; Medical education; Distance education; Paradigm shift; Work (physics); Psychology; Online course; Pedagogy; Engineering; Political science; Medicine","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":[0.01190915,0.0004928727,0.0007014548,0.001446021,0.0198586,0.01756601,0.003176597,0.004021389,0.005465544],"category_scores_gemma":[0.02490241,0.0006519712,0.0005810438,0.00173777,0.009800016,0.0106124,0.01249241,0.007699538,0.0009346255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01025039,"about_ca_system_score_gemma":0.01274141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0404141,"about_ca_topic_score_gemma":0.0608221,"domain_scores_codex":[0.985823,0.006982669,0.0003384834,0.0009557817,0.002350379,0.003549693],"domain_scores_gemma":[0.986193,0.003669961,0.001821112,0.0005008114,0.001797931,0.006017232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004370649,0.0001068452,0.01249443,0.00004580475,0.000008628836,0.0007146367,0.9681594,0.00003474988,0.0003352386,0.001857103,0.003917632,0.01228192],"study_design_scores_gemma":[0.000003108346,0.00003701336,0.004183813,0.00004163255,0.000002707391,0.0001493442,0.9844417,0.00004161,0.00006242768,0.0002213078,0.0107999,0.00001541624],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975697,0.0008969749,0.0009182881,0.01127143,0.0003264874,0.0000516798,0.00005564965,0.00003373757,0.01074872],"genre_scores_gemma":[0.9910416,0.0007207986,0.0003920946,0.002588271,0.00007139715,0.0000485989,0.00005965284,0.00005989443,0.005017688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0404141,"threshold_uncertainty_score":0.08035773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03628817037987574,"score_gpt":0.3615360236379151,"score_spread":0.3252478532580394,"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."}}