{"id":"W2982350375","doi":"10.5430/ijhe.v8n6p157","title":"Factors Associated with Failure in Accounting: A Case Study of the Omani Students Rodrigo M. Velasco1","year":2019,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attribution; Intervention (counseling); Psychology; Mathematics education; Focus group; Accounting; Medical education; Pedagogy; Sociology; Medicine; Social psychology; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008684538,0.0005517066,0.0005236442,0.001667557,0.005539185,0.001737199,0.001009412,0.001543747,0.002095832],"category_scores_gemma":[0.002252535,0.0003826607,0.000396759,0.001792538,0.001520543,0.0009625885,0.001909313,0.001612069,0.0002170178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001592928,"about_ca_system_score_gemma":0.001858868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02027235,"about_ca_topic_score_gemma":0.04872607,"domain_scores_codex":[0.9990752,0.0003399509,0.00004426128,0.00005572539,0.0001679047,0.0003169275],"domain_scores_gemma":[0.9986532,0.0003345542,0.0003083531,0.0000404521,0.000146538,0.0005168731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008610633,0.00197922,0.4306457,0.000303415,0.00003710546,0.1387747,0.3910188,0.0001378339,0.001482095,0.001448718,0.002015789,0.03207046],"study_design_scores_gemma":[0.000007618735,0.0003819413,0.2145352,0.0001894989,0.00002795666,0.04503515,0.7318588,0.0003135334,0.0006581235,0.000362776,0.006568493,0.00006089738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986534,0.0002225312,0.00007008173,0.0004068876,0.000009479359,0.00001780987,0.00001206405,0.000001292764,0.0006063674],"genre_scores_gemma":[0.9984623,0.0005684383,0.0001224294,0.0001165914,0.00001542374,0.00001073918,0.00001150905,0.000002492693,0.0006901228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02027235,"threshold_uncertainty_score":0.04030871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891826706314482,"score_gpt":0.2949085232794637,"score_spread":0.2759902562163189,"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."}}