{"id":"W2099925870","doi":"10.5267/j.msl.2012.03.014","title":"Faculty perceptions of the integration of SAP in academic programs","year":2012,"lang":"en","type":"article","venue":"Management Science Letters","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Computer science; Mathematics education; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009970623,0.00008134836,0.00009350545,0.0003585149,0.0001021594,0.00005281873,0.0004373502,0.00001670764,0.00005601961],"category_scores_gemma":[0.00003344733,0.00005571039,0.00004783952,0.001481412,0.0002394991,0.001629438,0.000175707,0.00008508735,0.00002740248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005813828,"about_ca_system_score_gemma":0.000003331506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002901175,"about_ca_topic_score_gemma":0.00003546118,"domain_scores_codex":[0.9988003,0.00001212008,0.0003129829,0.0001282177,0.0004703115,0.0002760228],"domain_scores_gemma":[0.9995213,0.000005743248,0.0002466753,0.0001926019,0.00002371472,0.00001003741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003097895,0.00005581652,0.9315693,0.0000907739,0.000005212715,9.66611e-8,0.0007849841,0.00004715575,0.03873935,0.01711799,0.002362686,0.009223511],"study_design_scores_gemma":[0.0002057934,0.00000277488,0.9920506,0.00007857801,0.00001461457,2.229845e-7,0.004433203,0.0003313003,0.0004861938,0.00005996344,0.002265408,0.00007129212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901034,0.000003388631,0.0008075939,0.003143363,0.0002950869,0.0004976734,0.000001166737,0.00001792212,0.005130385],"genre_scores_gemma":[0.9975853,0.000001121702,0.0002269985,0.001969578,0.00008633843,0.00002257275,0.00000788949,0.000004814745,0.00009539138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06048133,"threshold_uncertainty_score":0.2271804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07610674194189104,"score_gpt":0.3454891534257669,"score_spread":0.2693824114838759,"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."}}