{"id":"W3160014410","doi":"10.11575/prism/31642","title":"Marketing Higher Education: Comparing Canada, the U.S. and Australia","year":2011,"lang":"en","type":"article","venue":"Open MIND","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marketing; Higher education; Business; Political science; Economics; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001041018,0.0002299356,0.0003540581,0.004712707,0.004211183,0.003037836,0.0005744688,0.0004233749,0.002945794],"category_scores_gemma":[0.003876624,0.0001596318,0.0002800758,0.01312545,0.001452591,0.001018158,0.001765831,0.000711807,0.0001590532],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03607916,"about_ca_system_score_gemma":0.03760753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9835323,"about_ca_topic_score_gemma":0.9957069,"domain_scores_codex":[0.9982879,0.0001220066,0.00004627448,0.0001128859,0.0007090003,0.0007219038],"domain_scores_gemma":[0.9963925,0.0003292882,0.0005381147,0.00005943004,0.001602399,0.001078247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003095259,0.0001959946,0.8458194,0.0002972387,0.000106022,0.000502961,0.02694462,0.0005776709,0.0009705239,0.01524591,0.005925696,0.1031046],"study_design_scores_gemma":[0.000007415723,0.00003419509,0.9702393,0.00006764117,0.00001611835,0.00005748784,0.0215506,0.000244948,0.0001148079,0.0001671363,0.007487846,0.00001247786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596244,0.002384481,0.0001128888,0.001587873,0.00002717097,0.00004615736,0.0004425703,0.00001170736,0.03576269],"genre_scores_gemma":[0.9963933,0.0009311252,0.0001466413,0.0001792271,0.000005992577,0.00001016619,0.0001970232,0.000005627058,0.00213106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9639208,"threshold_uncertainty_score":0.2617738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237146675156753,"score_gpt":0.3595528942037676,"score_spread":0.2358382266880923,"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."}}