{"id":"W4415552025","doi":"10.1093/erae/jbaf036","title":"Motivation and intended use transparency: Shaping consumer responses to a red meat tax through information disclosure","year":2025,"lang":"en","type":"article","venue":"European Review of Agricultural Economics","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hatch","keywords":"Revenue; Tax revenue; Red meat; Consumer information; Consumer behaviour","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005011452,0.0001796568,0.0004469214,0.00009369733,0.00007831772,0.00007416635,0.0001556288,0.00004020455,0.00008351629],"category_scores_gemma":[0.0002945498,0.0001623992,0.0001084916,0.0001348026,0.00005085109,0.001338557,0.00007943931,0.00008829273,0.0001771129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168694,"about_ca_system_score_gemma":0.000009526563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004062186,"about_ca_topic_score_gemma":0.00001194492,"domain_scores_codex":[0.9983762,0.00006255325,0.001119971,0.0002756501,0.00001774779,0.0001479041],"domain_scores_gemma":[0.9991363,0.00007126079,0.0004966379,0.0002140041,0.00003136796,0.00005047473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002057909,0.0002126275,0.6011134,0.007180321,0.0007426891,0.000001406825,0.0051357,0.001314323,0.0005108474,0.314556,0.04526266,0.02376426],"study_design_scores_gemma":[0.0003684049,0.00004088438,0.9328567,0.001102609,0.00002840259,0.000002793228,0.0001419905,0.00003686415,0.00008725128,0.0005040665,0.06460598,0.0002240155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97018,0.007489808,0.0008222082,0.003441074,0.0002098458,0.000722972,0.0002610512,0.00002693214,0.01684609],"genre_scores_gemma":[0.9478127,0.04649911,0.001664956,0.002813889,0.00002728821,0.00002026625,0.0002233233,0.00001264857,0.0009258082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3317433,"threshold_uncertainty_score":0.6622449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103597647633047,"score_gpt":0.230447399659019,"score_spread":0.126849752025972,"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."}}