{"id":"W4292665562","doi":"10.21432/cjlt28344","title":"Editorial","year":2022,"lang":"en","type":"editorial","venue":"Canadian Journal of Learning and Technology","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Athabasca University","funders":"","keywords":"Pandemic; Psychology; Engineering ethics; Coronavirus disease 2019 (COVID-19); Engineering; 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":[0.007679384,0.003513476,0.002839377,0.003561115,0.004628771,0.009183005,0.003447128,0.009355072,0.04023565],"category_scores_gemma":[0.04541063,0.0009129433,0.001827157,0.001376578,0.002230341,0.004135297,0.001466176,0.01110633,0.03501893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004304167,"about_ca_system_score_gemma":0.00679127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002935934,"about_ca_topic_score_gemma":0.007239611,"domain_scores_codex":[0.9903363,0.001092446,0.0009123573,0.001085574,0.005875558,0.0006977124],"domain_scores_gemma":[0.949578,0.007766076,0.001760823,0.001797282,0.03230351,0.006794392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001490592,0.000004770237,0.00001529219,0.0000897263,0.000003906892,0.00005862108,0.000008896673,0.000009195344,0.00002204646,0.0001551309,0.9966222,0.002995209],"study_design_scores_gemma":[0.00002907656,0.00001570819,0.0001170031,0.0003166758,0.0000122074,0.0001800064,0.00003658325,0.00005987092,0.00007886202,0.0004608301,0.9986814,0.00001188662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002237788,0.0009914851,0.00005752968,0.01186971,0.9844766,0.00002669326,0.0000484133,0.00006132167,0.002445761],"genre_scores_gemma":[0.0006239258,0.002334557,0.0001111435,0.01499492,0.9554163,0.00004115555,0.00007582019,0.00008082778,0.02632126],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04023565,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078751171474367,"score_gpt":0.30342375190481,"score_spread":0.2926362401900663,"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."}}