{"id":"W4387783182","doi":"10.1080/10528008.2023.2260588","title":"EDITORIAL: ENHANCING MARKETING EDUCATION AND STUDENT EXPERIENCES","year":2023,"lang":"en","type":"editorial","venue":"Marketing Education Review","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Marketing; Psychology; Business; Public relations; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01686066,0.0004147705,0.0006430292,0.0001959261,0.000998351,0.0005184354,0.0006247427,0.0005132894,0.0006548987],"category_scores_gemma":[0.03948488,0.0004333498,0.0001271964,0.0008990086,0.0001492524,0.000327329,0.0001529488,0.0006161869,0.0002133676],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000876092,"about_ca_system_score_gemma":0.01659408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103617,"about_ca_topic_score_gemma":0.0003848173,"domain_scores_codex":[0.9930661,0.002176728,0.001052506,0.0009021509,0.002227524,0.0005749847],"domain_scores_gemma":[0.9906803,0.005849115,0.001222044,0.0004939846,0.001404812,0.0003497671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006177469,0.0001304061,0.0001758563,0.002705839,0.00001924161,1.337941e-7,0.01258249,1.582242e-8,6.07139e-7,0.00002270504,0.9198298,0.06452677],"study_design_scores_gemma":[0.00004950767,0.000006835076,0.0007364192,0.01955704,0.00007679472,2.3623e-7,0.02513366,3.99383e-8,5.370732e-7,0.00002452285,0.9539635,0.0004508917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003257581,0.07841754,0.000001467627,0.002130108,0.905493,0.0009480047,0.000006484807,0.0001858493,0.0124918],"genre_scores_gemma":[0.00002440022,0.2344947,0.000421526,0.000370956,0.7366937,0.001694718,0.0001599471,0.00005583459,0.02608419],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1687993,"threshold_uncertainty_score":0.9998118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009747025122157688,"score_gpt":0.3733725042480627,"score_spread":0.363625479125905,"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."}}