{"id":"W1768267148","doi":"","title":"The Use of Breakout Groups as an Active Learning Strategy in a Large Undergraduate Nutrition Classroom","year":2012,"lang":"en","type":"article","venue":"","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Breakout; Impromptu; Psychology; Perception; Set (abstract data type); Medical education; Mathematics education; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003783118,0.00008262284,0.0001229263,0.00008116842,0.0005229414,0.0000769795,0.0001487891,0.00009041614,0.00004912152],"category_scores_gemma":[0.0009617171,0.00006237385,0.0000336758,0.0004891088,0.0001729345,0.001085535,0.00003363276,0.0003882599,0.00001140621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001476491,"about_ca_system_score_gemma":0.00008448974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005208469,"about_ca_topic_score_gemma":0.009155868,"domain_scores_codex":[0.9961412,0.002827287,0.0001994216,0.0001247514,0.0002770825,0.0004302771],"domain_scores_gemma":[0.9987406,0.0008341609,0.0001367986,0.0001133576,0.0001152474,0.00005990911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005061445,0.0003195823,0.03767907,0.000004768937,0.00001362405,6.050752e-7,0.01539413,0.0000129105,0.001566332,0.9259994,0.00008553443,0.01887345],"study_design_scores_gemma":[0.002512373,0.000637567,0.3925629,0.0001259979,0.00003683223,0.00000454389,0.268725,0.00149702,0.007949318,0.2060295,0.119108,0.0008108599],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523798,0.00001974611,0.008224179,0.0008685193,0.000116384,0.0002661333,0.000002414816,0.00006166091,0.03806114],"genre_scores_gemma":[0.9952901,0.00003631743,0.002848187,0.0000640061,0.0001199363,0.00001414275,0.000005454623,0.00000974447,0.001612092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7199699,"threshold_uncertainty_score":0.7873681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105305577840848,"score_gpt":0.4057333519849445,"score_spread":0.3004277741440965,"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."}}