{"id":"W4376104719","doi":"10.1080/87567555.2023.2208818","title":"Fostering Social Connection in Large Lecture Classes","year":2023,"lang":"en","type":"article","venue":"College Teaching","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Mathematics education; Connection (principal bundle); Perception; Pedagogy; Psychology; Population; Student engagement; Sociology","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":[0.001242782,0.000269113,0.0002216012,0.0004696055,0.002311538,0.00235884,0.0006774014,0.0004573852,0.006286535],"category_scores_gemma":[0.004267977,0.0001337938,0.000213463,0.0002176127,0.0007590634,0.0009501319,0.003165075,0.0007044738,0.0008509188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006091958,"about_ca_system_score_gemma":0.001063298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000551091,"about_ca_topic_score_gemma":0.002204917,"domain_scores_codex":[0.9989883,0.0005017102,0.0000246723,0.0001129242,0.0001397076,0.0002326313],"domain_scores_gemma":[0.9959831,0.001107113,0.000386351,0.0002462868,0.0001557028,0.00212152],"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":[0.0008188405,0.03236679,0.1497649,0.000366653,0.00008007472,0.001237101,0.05829006,0.0006467056,0.03860534,0.004549976,0.007928713,0.7053448],"study_design_scores_gemma":[0.0006371061,0.01533594,0.7176864,0.0004702643,0.0001793601,0.001470039,0.1335368,0.004641245,0.02191388,0.0119885,0.09199529,0.0001452685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920935,0.00003300467,0.0007166756,0.0002295538,0.00002831141,0.00006604418,0.000007160702,0.00003946331,0.00678639],"genre_scores_gemma":[0.997372,0.00004223476,0.001016845,0.00006547758,0.00002158052,0.00004721596,0.00001025154,0.000005793034,0.001418399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006286535,"threshold_uncertainty_score":0.02103055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.041594218190636,"score_gpt":0.3646236711817905,"score_spread":0.3230294529911544,"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."}}