{"id":"W4220980626","doi":"10.5539/jel.v11n3p1","title":"Hybrid Teaching in Schools: Pedagogical Innovation and Professional Well-Being in a Time of Pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Université du Québec à Trois-Rivières","keywords":"Context (archaeology); Professional development; Higher education; Task (project management); Pedagogy; Psychology; Coronavirus disease 2019 (COVID-19); Time management; Well-being; Sociology; Mathematics education; Political science; Management; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001591134,0.00004661765,0.0001111887,0.0003782898,0.0002061553,0.00004456249,0.0000483986,0.00001247363,0.0007843386],"category_scores_gemma":[0.0002445864,0.00004154451,0.00001272876,0.00004896309,0.00002079738,0.0003042396,0.00002952495,0.0009101346,7.487836e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004024795,"about_ca_system_score_gemma":0.0001692524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004060369,"about_ca_topic_score_gemma":0.00001498696,"domain_scores_codex":[0.9990754,0.000289871,0.0003569965,0.00006554368,0.0001501317,0.00006202674],"domain_scores_gemma":[0.9993102,0.0001692068,0.0004116806,0.00002468751,0.00006332702,0.0000209195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001233188,0.0009292585,0.3033477,0.00008392194,0.00001841446,0.000002756346,0.5911213,0.0001509877,0.0005219846,0.06096255,0.001166214,0.04157164],"study_design_scores_gemma":[0.0005804385,0.0002387645,0.03916031,0.0002432118,0.00001210495,0.0001011909,0.7792398,0.000214347,0.000006045667,0.004418515,0.1756779,0.0001073486],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926571,0.0004875145,0.000001551166,0.002330382,0.0002732577,0.00004163332,2.202209e-7,0.000002520031,0.00420585],"genre_scores_gemma":[0.9951736,0.00008126403,0.00007050714,0.000187449,0.0001884713,0.000004774624,0.000003794297,0.000004589905,0.004285573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2641874,"threshold_uncertainty_score":0.8587957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06563903009076229,"score_gpt":0.3634657638181466,"score_spread":0.2978267337273843,"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."}}