{"id":"W326290091","doi":"","title":"The High Touch Classroom: Small Group Learning in Large Class Contexts. (the Scholarship of Teaching and Learning)","year":2002,"lang":"en","type":"article","venue":"Academic exchange quarterly","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Scholarship; Class (philosophy); Higher education; Government (linguistics); Teaching method; Sociology; Quality (philosophy); Mathematics education; Teaching and learning center; Pedagogy; Active learning (machine learning); Computer science; Psychology; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00356824,0.0003082734,0.000269932,0.0004938859,0.002966014,0.006281405,0.001537232,0.001484831,0.02378427],"category_scores_gemma":[0.004928943,0.0001593817,0.0003218122,0.0006180153,0.005366935,0.005824481,0.007834774,0.002177963,0.003100911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106144,"about_ca_system_score_gemma":0.002085737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006121093,"about_ca_topic_score_gemma":0.001673594,"domain_scores_codex":[0.9983706,0.001065548,0.00003674327,0.0001516841,0.0002510238,0.0001244833],"domain_scores_gemma":[0.9960763,0.002047588,0.0001764879,0.0004032139,0.0001714264,0.001124923],"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":[0.0001321563,0.0006278862,0.00284631,0.000609008,0.0000137865,0.0008892514,0.04486415,0.000546256,0.003281156,0.1478325,0.07700413,0.7213535],"study_design_scores_gemma":[0.0001529761,0.0008614811,0.008885393,0.001158999,0.00002831386,0.001428624,0.05357977,0.002841402,0.001925501,0.1596884,0.7693974,0.0000518309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.156506,0.01782612,0.1974233,0.05929086,0.005938971,0.000877708,0.0001393946,0.002178828,0.5598189],"genre_scores_gemma":[0.7502104,0.00794126,0.1025486,0.007376333,0.001480549,0.001175984,0.0001671089,0.0003592174,0.1287405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02378427,"threshold_uncertainty_score":0.07956636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02709757302298027,"score_gpt":0.2987948831931785,"score_spread":0.2716973101701983,"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."}}