{"id":"W4311661212","doi":"10.32920/21685439","title":"Factors influencing consumer choice: a study of apparel and sustainable cues from Canadian and Indian consumers’ perspectives","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Toronto Metropolitan University","funders":"","keywords":"Clothing; Product (mathematics); Transparency (behavior); Marketing; Psychology; Sustainability; Business; Perspective (graphical); Advertising; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001174481,0.0002862787,0.0002907973,0.001684126,0.004708082,0.002861976,0.0005328516,0.0004637548,0.003071203],"category_scores_gemma":[0.002843233,0.0002762954,0.0006161066,0.003727757,0.001894714,0.000720393,0.001211952,0.001028725,0.0001757278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01005369,"about_ca_system_score_gemma":0.01000773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.957863,"about_ca_topic_score_gemma":0.9725108,"domain_scores_codex":[0.9991055,0.0001312702,0.00003089428,0.00008605971,0.0003661853,0.000280035],"domain_scores_gemma":[0.9978462,0.0004340373,0.00032865,0.00006899905,0.000967433,0.0003545622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000374471,0.0002365143,0.6365349,0.000178194,0.0000739786,0.0007850427,0.3336905,0.00007666302,0.002453039,0.001469368,0.001242493,0.02288485],"study_design_scores_gemma":[0.000008249379,0.00007051779,0.6994942,0.00006933744,0.0000568252,0.0001694636,0.2941597,0.0001930281,0.0002874056,0.00009357488,0.00533121,0.00006646099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959989,0.0001174159,0.00003370906,0.0001984548,0.000004788596,0.00001029851,0.00007958701,0.000001404475,0.003555508],"genre_scores_gemma":[0.9986768,0.00019054,0.00008961663,0.0001015309,0.000002949239,0.000005622607,0.00007665017,0.0000029679,0.0008532514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04213697,"threshold_uncertainty_score":0.0847702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510456194976597,"score_gpt":0.237289804167879,"score_spread":0.222185242218113,"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."}}