{"id":"W1608626151","doi":"","title":"A new marketing education concept for \"Integrated Education in Green Promotion\" based on Mezirow's perspective","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Promotion (chess); Lifelong learning; Public relations; Sociology; Context (archaeology); Pedagogy; Political science; Knowledge management","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003680354,0.0002459893,0.0003988755,0.001050094,0.0004173892,0.0005803544,0.001565702,0.0001665389,0.008783932],"category_scores_gemma":[0.004488904,0.0002538575,0.0001421258,0.001674107,0.0001995405,0.00205768,0.00008905738,0.0003131934,0.000006386963],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001657,"about_ca_system_score_gemma":0.01058907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09296546,"about_ca_topic_score_gemma":0.002989454,"domain_scores_codex":[0.9964819,0.001302276,0.00067313,0.0005326956,0.0006035637,0.0004064611],"domain_scores_gemma":[0.9958726,0.0008357269,0.0007796722,0.0003835585,0.001840595,0.0002878681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009539169,0.003940691,0.685453,0.0001448032,0.00007045229,0.000001317665,0.04973571,0.00007126206,0.0008878328,0.01098334,0.05855712,0.1892006],"study_design_scores_gemma":[0.0005164866,0.00003783778,0.866493,0.0006209602,0.00005973124,7.846087e-7,0.04354354,0.00007339958,0.001597702,0.07646982,0.0101704,0.0004163015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059352,0.00339524,0.001721625,0.00700409,0.003727512,0.006098206,0.00002793327,0.0001117827,0.07197846],"genre_scores_gemma":[0.9917938,0.0001617647,0.003130394,0.0003488568,0.0005713443,0.0004092556,0.00002814707,0.0000410967,0.003515414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1887842,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2247901172772089,"score_gpt":0.5796368656438735,"score_spread":0.3548467483666646,"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."}}