{"id":"W1525385927","doi":"","title":"Student Perceptions of Learning Technologies in Introductory Accounting Courses","year":2015,"lang":"en","type":"article","venue":"","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Variety (cybernetics); Perception; Psychology; Emerging technologies; Mathematics education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002713023,0.0002830593,0.0003392669,0.001306678,0.0009559263,0.004173644,0.0004170903,0.001000593,0.004286632],"category_scores_gemma":[0.01628425,0.0002665315,0.0004132511,0.0006588569,0.0007813788,0.001439009,0.001380045,0.001320765,0.0009198376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006967255,"about_ca_system_score_gemma":0.0005951361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001621943,"about_ca_topic_score_gemma":0.001296078,"domain_scores_codex":[0.9974956,0.0006783628,0.0002288864,0.0001778055,0.001076202,0.0003430919],"domain_scores_gemma":[0.9864712,0.005149376,0.00283668,0.0003058807,0.00212734,0.003109585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005627683,0.003542125,0.7964007,0.0002432442,0.00009072154,0.001012438,0.1012225,0.0007936067,0.0101706,0.0008618143,0.001674866,0.08342467],"study_design_scores_gemma":[0.00006192303,0.004296654,0.7773759,0.0001999722,0.00009644942,0.001042687,0.1980711,0.002624246,0.004453112,0.0007809432,0.01082606,0.0001710234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983601,0.00005670101,0.0001219102,0.0001501633,0.000005560449,0.00001102304,0.0000133663,0.000007152414,0.001273938],"genre_scores_gemma":[0.9985184,0.0001313787,0.0001291136,0.0001007798,0.000008243598,0.00001105568,0.00002862838,0.000004879547,0.001067648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004286632,"threshold_uncertainty_score":0.01434803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974828247396414,"score_gpt":0.2780678004589521,"score_spread":0.2583195179849879,"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."}}