{"id":"W2748261142","doi":"","title":"Are You Making Learning Too Easy? Effects of Grouping Accounting Problems on Students’ Learning, Metacognition, and Study Plans","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Test (biology); Metacognition; Mathematics education; Term (time); Psychology; Order (exchange); Problem-based learning; Computer science; Higher-order thinking; Teaching method; Cognition; Cognitively Guided Instruction","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":[0.004149661,0.000482789,0.0006081339,0.000700093,0.0006087982,0.002463681,0.0008124769,0.001277066,0.006158459],"category_scores_gemma":[0.04308064,0.0004286207,0.0006776342,0.0004744518,0.001331783,0.001898076,0.001735572,0.00257442,0.0007090651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000488785,"about_ca_system_score_gemma":0.0009762936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008647911,"about_ca_topic_score_gemma":0.001302467,"domain_scores_codex":[0.9968116,0.001085917,0.0002455798,0.0004078948,0.0009517525,0.0004973398],"domain_scores_gemma":[0.9541044,0.02438172,0.0107388,0.002800881,0.00101054,0.006963653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007398815,0.03744908,0.6306414,0.0004176519,0.0005675095,0.000673166,0.01559345,0.002222873,0.02133744,0.001773659,0.003284585,0.2786402],"study_design_scores_gemma":[0.0004799068,0.01034308,0.9644327,0.000151156,0.0002004804,0.0002679344,0.01126704,0.001623333,0.004543646,0.003683156,0.002908606,0.00009916327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986207,0.0000706869,0.0001206759,0.0002871243,0.00001137616,0.0000165596,0.00001312864,0.00001788247,0.0008417834],"genre_scores_gemma":[0.9981205,0.0001260981,0.0007698314,0.00009734751,0.00001362124,0.00004293779,0.00004457502,0.000007813947,0.0007773587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006158459,"threshold_uncertainty_score":0.02194577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002227175536594,"score_gpt":0.2453906465037462,"score_spread":0.2353683747483803,"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."}}