{"id":"W2462694395","doi":"10.1111/dsji.12100","title":"Operations Course Icebreaker: Campus Club Cupcakes Exercise","year":2016,"lang":"en","type":"article","venue":"Decision Sciences Journal of Innovative Education","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; University of Calgary","funders":"","keywords":"Club; Experiential learning; Reading (process); Marketing; Class (philosophy); Computer science; Management; Mathematics education; Psychology; Business; Political science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001203354,0.00123388,0.0006951705,0.0009136521,0.002995651,0.003263298,0.001650042,0.002215772,0.2721392],"category_scores_gemma":[0.002784147,0.0004334228,0.0005697319,0.0005586562,0.0005660589,0.001699348,0.00472291,0.003504062,0.09125131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420123,"about_ca_system_score_gemma":0.001578439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640727,"about_ca_topic_score_gemma":0.005826853,"domain_scores_codex":[0.999298,0.00009620515,0.00002413596,0.000087862,0.0002180898,0.0002756031],"domain_scores_gemma":[0.9971662,0.0003062087,0.00008173525,0.0001619419,0.000410509,0.001873348],"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":[0.0004902158,0.002786401,0.0007664091,0.0001217402,0.000005191469,0.0004351506,0.0006721662,0.0005452892,0.001929701,0.002808761,0.9189349,0.07050412],"study_design_scores_gemma":[0.0001672316,0.0006396046,0.008218755,0.0002148722,0.000005448507,0.0001679354,0.001960811,0.000989917,0.001770844,0.004296466,0.9815282,0.00003998269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0744824,0.0003644058,0.007120666,0.01238417,0.00923614,0.002881117,0.00442307,0.005236843,0.8838713],"genre_scores_gemma":[0.1763983,0.0006908593,0.01529877,0.004393487,0.002739992,0.002303203,0.007218406,0.001642858,0.789314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2721392,"threshold_uncertainty_score":0.9103962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220245824153943,"score_gpt":0.3253524238403945,"score_spread":0.303149965598855,"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."}}