{"id":"W2122905675","doi":"10.1509/jppm.28.1.85","title":"Designing Marketplace Literacy Education in Resource-Constrained Contexts: Implications for Public Policy and Marketing","year":2009,"lang":"en","type":"article","venue":"Journal of Public Policy & Marketing","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Western University","funders":"","keywords":"Marketing; Literacy; Public relations; Business; Sustainability; Sociology; Political science; Pedagogy","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01430307,0.0002535935,0.0003919994,0.002767522,0.0004131506,0.001383714,0.0003656438,0.000123622,0.00005965314],"category_scores_gemma":[0.01939399,0.0002618012,0.0001254937,0.001196988,0.00007400157,0.002565314,0.00009297561,0.000311485,0.000003344105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005537026,"about_ca_system_score_gemma":0.002174875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005189966,"about_ca_topic_score_gemma":0.00001003796,"domain_scores_codex":[0.9973133,0.0002190869,0.001329901,0.0002875634,0.0001928593,0.0006573444],"domain_scores_gemma":[0.9960533,0.001096671,0.001542593,0.0001918957,0.001030463,0.0000850483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001694837,0.000154597,0.04767033,0.0001359121,0.00004421964,0.000001221819,0.0002069668,0.000002507731,0.0005504535,0.08913185,0.01278203,0.8491504],"study_design_scores_gemma":[0.00206214,0.00002015841,0.6124642,0.0003822975,0.00002174808,0.00008001186,0.001498185,0.0005304011,0.000005332339,0.00995343,0.3725541,0.0004279626],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6326296,0.0004669425,0.00295167,0.2700561,0.0003239621,0.0008563717,0.000007400189,0.00009487536,0.09261305],"genre_scores_gemma":[0.9735209,0.0000466976,0.006720539,0.01563155,0.003221893,0.00002545722,0.00002351251,0.00003394893,0.0007755268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8487225,"threshold_uncertainty_score":0.9999834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218778095986106,"score_gpt":0.2999470835465427,"score_spread":0.2780692739479321,"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."}}