{"id":"W4322422907","doi":"10.31542/muse.v6i1.2265","title":"How Do You Like To Learn?","year":2023,"lang":"en","type":"article","venue":"MacEwan University Student eJournal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Anxiety; Pandemic; Mental health; Coronavirus disease 2019 (COVID-19); Psychology; Medical education; Student engagement; Mathematics education; Medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001427621,0.0003106766,0.0004602092,0.0004769049,0.002608939,0.005432776,0.0005682538,0.002260012,0.01614852],"category_scores_gemma":[0.006837257,0.0001305282,0.0003916415,0.0004063433,0.002486205,0.005123943,0.002155045,0.003754297,0.0103707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007303589,"about_ca_system_score_gemma":0.001011119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179394,"about_ca_topic_score_gemma":0.003158099,"domain_scores_codex":[0.9988266,0.0004894009,0.00003308362,0.00007946936,0.0003423959,0.0002290542],"domain_scores_gemma":[0.9956592,0.0006820922,0.0004710372,0.0001174682,0.0006595383,0.002410569],"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":[0.0001145548,0.0007421443,0.04555561,0.000645578,0.00006751745,0.0008664159,0.04088752,0.00008718728,0.001457702,0.009863557,0.5670611,0.3326512],"study_design_scores_gemma":[0.00003299372,0.0004400735,0.03356124,0.0008648866,0.00003371165,0.002525158,0.1530818,0.0001870739,0.0004118587,0.01064677,0.798103,0.0001113815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.24104,0.02493661,0.005160246,0.4696039,0.01929739,0.000227461,0.0006215375,0.0005762298,0.2385367],"genre_scores_gemma":[0.5421532,0.02728,0.007009041,0.1887535,0.004184491,0.0002702962,0.0005547549,0.000286389,0.2295082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01614852,"threshold_uncertainty_score":0.05402213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05290695487569218,"score_gpt":0.3770061098473901,"score_spread":0.3240991549716979,"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."}}