{"id":"W2162590854","doi":"10.19030/ctms.v1i1.5222","title":"Teaching With Computers: A Cautionary Finding In An Accounting Class","year":2011,"lang":"en","type":"article","venue":"College Teaching Methods & Styles Journal (CTMS)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hypertext; Class (philosophy); Computer science; Mathematics education; Significant difference; Affect (linguistics); Psychology; Multimedia; World Wide Web; Artificial intelligence; Mathematics; Statistics","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02099335,0.0003231358,0.0005073883,0.0006722946,0.003485617,0.0003742111,0.0008213813,0.0002189706,0.0001125139],"category_scores_gemma":[0.00130606,0.0002814028,0.0001488772,0.0004741699,0.0001992121,0.002060889,0.0001489692,0.0036439,0.000006992993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004848003,"about_ca_system_score_gemma":0.0007539483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299474,"about_ca_topic_score_gemma":0.001551503,"domain_scores_codex":[0.9888226,0.008442657,0.0006727647,0.0004783465,0.0006782911,0.0009053357],"domain_scores_gemma":[0.9974156,0.001291157,0.0005456596,0.00026027,0.0001325448,0.000354779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002610799,0.0007594047,0.09016879,0.00005424163,0.0001567666,0.001053035,0.1348272,0.0005835181,0.001180229,0.09660945,0.0004751124,0.6738712],"study_design_scores_gemma":[0.004860226,0.001539218,0.05111045,0.002957664,0.0003798175,0.001792716,0.5245227,0.02253018,0.0001641057,0.01954783,0.3674877,0.003107479],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8215058,0.000294535,0.124939,0.001486391,0.0008226758,0.0003630859,0.000006635651,0.0002741349,0.05030771],"genre_scores_gemma":[0.5003203,0.00001697629,0.4982613,0.0001590703,0.0008341674,0.000004943439,0.00000220302,0.00003608752,0.0003649293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6707637,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07073232259620442,"score_gpt":0.4049353791259088,"score_spread":0.3342030565297044,"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."}}