{"id":"W4394981930","doi":"10.56217/forum.vol11.9","title":"Promoting our Colleagues’ Wellbeing: Group Work during the Covid Pandemic","year":2023,"lang":"en","type":"article","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Work (physics); Group work; Psychology; Group (periodic table); Virology; Medicine; Pedagogy; Engineering; Outbreak; Chemistry; Internal medicine; Disease","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":[0.03736254,0.00104238,0.001633587,0.001823582,0.0959601,0.01730225,0.004790636,0.01228576,0.01148835],"category_scores_gemma":[0.05715584,0.001158905,0.00105504,0.001849957,0.04015567,0.0134935,0.03164595,0.03301936,0.002875042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02224241,"about_ca_system_score_gemma":0.08530542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1640775,"about_ca_topic_score_gemma":0.4011455,"domain_scores_codex":[0.9583259,0.02547813,0.0006053972,0.001183748,0.004015645,0.01039118],"domain_scores_gemma":[0.8597426,0.01420093,0.003521471,0.002629877,0.009445936,0.1104593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008454561,0.0002336246,0.003224032,0.0003458791,0.0000304148,0.001414754,0.6930949,0.00006231244,0.0005989618,0.00387114,0.2588817,0.03815774],"study_design_scores_gemma":[0.00002217717,0.0001305767,0.001742673,0.0005487652,0.0000108294,0.0003420737,0.8234682,0.00002540545,0.00007772379,0.002110244,0.1714439,0.00007745659],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06971531,0.01210456,0.001170215,0.8677262,0.02297594,0.000389436,0.00008511213,0.0002816743,0.02555152],"genre_scores_gemma":[0.5795228,0.01919679,0.007149596,0.3501304,0.008622051,0.000956224,0.0001777274,0.0008169253,0.03342754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1640775,"threshold_uncertainty_score":0.3262449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08277091149235068,"score_gpt":0.4029970109756489,"score_spread":0.3202260994832982,"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."}}