{"id":"W4392146686","doi":"10.1080/10528008.2024.2319471","title":"PEOPLE MATTER IN MARKETING EDUCATION","year":2024,"lang":"en","type":"article","venue":"Marketing Education Review","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Marketing; Business; Psychology; Advertising; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01290081,0.000314476,0.0009004342,0.003069991,0.003432558,0.008268899,0.00070045,0.006354381,0.01965774],"category_scores_gemma":[0.02268217,0.0003447518,0.000576345,0.003354087,0.009364318,0.01072091,0.00347812,0.006705185,0.001978912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005641277,"about_ca_system_score_gemma":0.008138569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436695,"about_ca_topic_score_gemma":0.03772937,"domain_scores_codex":[0.9905583,0.004194741,0.0004000854,0.0006377057,0.002935292,0.001273919],"domain_scores_gemma":[0.9727556,0.01894609,0.00178196,0.0005726826,0.002649452,0.003294235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002474241,0.0003985313,0.01766977,0.0024303,0.0002778487,0.0002678052,0.008078911,0.000286521,0.0002166608,0.2475499,0.3326912,0.3898851],"study_design_scores_gemma":[0.0001203802,0.0001383386,0.03207576,0.00500748,0.0002294366,0.0001190903,0.008617235,0.00008076574,0.0002152279,0.1028051,0.8505511,0.00004001406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0202994,0.2976058,0.0006992833,0.5144917,0.01520712,0.00004458086,0.0001347022,0.00003403203,0.1514834],"genre_scores_gemma":[0.4127403,0.14099,0.0003707824,0.3718868,0.019385,0.00007233254,0.0001027122,0.00007597508,0.05437615],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01965774,"threshold_uncertainty_score":0.06822681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007830184913084093,"score_gpt":0.2643146815366275,"score_spread":0.2564844966235434,"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."}}