{"id":"W4416815743","doi":"10.1108/jcm-03-2025-7682","title":"Developing consumer segments in Canada for a shift towards sustainable diets","year":2025,"lang":"en","type":"article","venue":"Journal of Consumer Marketing","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Leverage (statistics); Sustainability; Population; Exploratory factor analysis; Exploratory research; Food choice; Consumer behaviour; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001000241,0.0002596588,0.0002173205,0.001282885,0.006836389,0.0026026,0.0007585074,0.0004311557,0.005525957],"category_scores_gemma":[0.002219424,0.0002469617,0.0004314152,0.002364944,0.0008632076,0.0007977988,0.00185342,0.0006536819,0.0002951203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03423842,"about_ca_system_score_gemma":0.0753189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9850538,"about_ca_topic_score_gemma":0.9912754,"domain_scores_codex":[0.9991492,0.00007935596,0.00001974791,0.00007625579,0.0002837594,0.0003916332],"domain_scores_gemma":[0.9986112,0.00009853404,0.0001250196,0.00003065231,0.00057704,0.0005575534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005278251,0.0002695125,0.6347302,0.0005035075,0.00006671284,0.001474802,0.1063613,0.0005258753,0.005870011,0.009215437,0.02091987,0.2195349],"study_design_scores_gemma":[0.00002465263,0.0001569662,0.7532269,0.0003376353,0.00005510735,0.0002526537,0.1623876,0.00176493,0.001033894,0.001057734,0.07960947,0.00009237603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735882,0.0009391517,0.0009845131,0.003859363,0.00004424351,0.0003177335,0.001060365,0.00004244534,0.01916411],"genre_scores_gemma":[0.9901036,0.0008049441,0.002362755,0.0006689482,0.00000681432,0.00009222699,0.0006042781,0.00001725626,0.005339132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03423842,"threshold_uncertainty_score":0.2484183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028541065071134,"score_gpt":0.222107055209352,"score_spread":0.2118216445586406,"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."}}