{"id":"W4401549232","doi":"10.1016/j.buildenv.2024.111958","title":"Impact of classroom environment on student wellbeing in higher education: Review and future directions","year":2024,"lang":"en","type":"article","venue":"Building and Environment","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Harvard School of Engineering and Applied Sciences; University of Toronto","keywords":"Psychology; Mathematics education; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.005961807,0.0008255175,0.003133694,0.00388081,0.0005942013,0.003657283,0.001541966,0.002223896,0.003694474],"category_scores_gemma":[0.01227394,0.0005615877,0.001832464,0.006885486,0.001893247,0.003034528,0.001912477,0.001837321,0.0007171821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613772,"about_ca_system_score_gemma":0.006054709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005080916,"about_ca_topic_score_gemma":0.009720945,"domain_scores_codex":[0.9978895,0.0007659752,0.0005886073,0.0002891142,0.0003745387,0.00009224399],"domain_scores_gemma":[0.9720678,0.02321063,0.001682453,0.0002880421,0.002397147,0.0003538984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001198517,0.00009925521,0.001008739,0.1702999,0.000458762,0.00007054349,0.0006963548,0.0002680123,0.0001715068,0.003661286,0.00923364,0.8139122],"study_design_scores_gemma":[0.00003106408,0.0003269279,0.009972535,0.3929843,0.00326599,0.0007179249,0.002127085,0.0002460135,0.0003899954,0.003891576,0.5859421,0.0001044672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001288659,0.9990801,0.00004113776,0.0004560986,0.0001044515,0.000003846442,0.00001138656,0.000001873818,0.0001723495],"genre_scores_gemma":[0.001433686,0.9980947,0.00009058732,0.0001894208,0.0001324991,0.000009369861,0.00001083842,0.000001264524,0.00003753789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005961807,"threshold_uncertainty_score":0.03152943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154762308117902,"score_gpt":0.3502381199825079,"score_spread":0.3286904969013288,"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."}}