{"id":"W4414330949","doi":"10.1108/ejm-07-2024-0572","title":"Transformative sustainability marketing: catalyzing sustainable consumption and consumer well-being through environmental performance insights","year":2025,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Brock University","keywords":"Transformative learning; Sustainability; Sustainable consumption; Consumption (sociology); Stakeholder engagement; Sustainable development; Social marketing; Sustainability organizations; Social sustainability","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002587097,0.0004860545,0.0001768427,0.001012391,0.001218211,0.005668341,0.000523458,0.0009435316,0.006389211],"category_scores_gemma":[0.003745015,0.000128652,0.000486127,0.0008529554,0.004682614,0.004474219,0.003951106,0.001705325,0.0004212712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001919627,"about_ca_system_score_gemma":0.001762962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268436,"about_ca_topic_score_gemma":0.002114423,"domain_scores_codex":[0.9981541,0.001157234,0.00003654152,0.0001385217,0.0003118076,0.0002018194],"domain_scores_gemma":[0.9971585,0.001576012,0.0004929426,0.0002050044,0.0002629619,0.0003045249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000205462,0.001248542,0.0656221,0.001577856,0.0001293029,0.001103378,0.1005245,0.003425406,0.005453902,0.500525,0.008539123,0.3116454],"study_design_scores_gemma":[0.00004446444,0.0007887985,0.09346906,0.00201937,0.0002116503,0.0009263279,0.1982725,0.009941931,0.007920782,0.4175595,0.2686811,0.0001645571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5555456,0.002651283,0.02990531,0.02396536,0.0002931667,0.0002234212,0.0001294718,0.0001433768,0.387143],"genre_scores_gemma":[0.9925463,0.0008091509,0.002983061,0.0006272746,0.00005167956,0.00003529271,0.00002259186,0.00001489615,0.002909749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006389211,"threshold_uncertainty_score":0.02137399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008357245382052705,"score_gpt":0.2155539710584635,"score_spread":0.2071967256764108,"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."}}