{"id":"W2101233595","doi":"10.1080/09639280902719366","title":"Accounting Undergraduates' Perceptions of Cooperative Learning as a Model for Enhancing their Interpersonal and Communication Skills to Interface Successfully with Professional Accountancy Education and Training","year":2009,"lang":"en","type":"article","venue":"Accounting Education","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Interpersonal communication; Accounting; Psychology; Perception; Interface (matter); Medical education; Business; Computer science; Social psychology; Medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0008031896,0.0003416967,0.0003378823,0.0005313063,0.0007790916,0.0006458701,0.0002962151,0.0001243828,0.00003254119],"category_scores_gemma":[0.0006713845,0.0003155998,0.00005582629,0.0005994898,0.0001013891,0.002523271,0.0001118245,0.0003307974,0.00001107765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301204,"about_ca_system_score_gemma":0.0008284611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002595337,"about_ca_topic_score_gemma":0.0003620707,"domain_scores_codex":[0.9982989,0.00003068284,0.000483071,0.0005351384,0.0002928821,0.0003593484],"domain_scores_gemma":[0.9975141,0.0002009364,0.0006268348,0.0002665031,0.001347263,0.00004433942],"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":[0.0006958832,0.003511613,0.1812043,0.001837773,0.0002585646,2.836696e-7,0.1512731,0.005202098,0.04546863,0.05456171,0.01671753,0.5392684],"study_design_scores_gemma":[0.002807867,0.0004218169,0.185822,0.008359662,0.0006182615,0.00007101515,0.5851886,0.171509,0.001520324,0.02756992,0.01297273,0.003138866],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815292,0.0002368756,0.009511255,0.005713522,0.0003620436,0.0008975465,0.000003764512,0.0001151021,0.001630688],"genre_scores_gemma":[0.987362,0.00002533532,0.006360984,0.004351261,0.0004621913,0.0002295748,0.0001412196,0.00005231677,0.001015164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5361296,"threshold_uncertainty_score":0.9999296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059038101628079,"score_gpt":0.2901467917340981,"score_spread":0.2795564107178173,"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."}}