{"id":"W4311938375","doi":"10.32920/21689717.v1","title":"Denim jeans: A qualitative study of product cues, body type and appropriateness of use","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Color perception and design","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Communication and Design, Ryerson University","keywords":"Denim; Clothing; Purchasing; Product (mathematics); Consumer research; Value (mathematics); Psychology; Qualitative research; Advertising; Order (exchange); Marketing; Social psychology; Sociology; Business; Mathematics; Social science; Statistics; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006981734,0.0004563488,0.0005091924,0.001093324,0.004644204,0.001756044,0.0006262586,0.0008470078,0.002612952],"category_scores_gemma":[0.008021732,0.0004831271,0.0002154086,0.0009505008,0.00380574,0.001715262,0.002470504,0.001210641,0.0002349682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002620173,"about_ca_system_score_gemma":0.002006673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008479184,"about_ca_topic_score_gemma":0.0189303,"domain_scores_codex":[0.996426,0.002741059,0.00009656208,0.0002152822,0.0002123154,0.0003087285],"domain_scores_gemma":[0.9911993,0.006769487,0.0005272682,0.0002007642,0.0006683072,0.0006348863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000408228,0.00003871038,0.003559457,0.0001128993,0.000001860586,0.000318747,0.991106,0.00001456818,0.001825936,0.0004606702,0.000213477,0.002306827],"study_design_scores_gemma":[0.000004191904,0.00007418348,0.003496545,0.0000837109,0.00000271604,0.0001348704,0.991211,0.00005491696,0.0005127882,0.0001170438,0.004298708,0.000009332931],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959919,0.0002151765,0.0007939099,0.0004619438,0.00001915938,0.0001118632,0.0001265131,0.000006417834,0.002273259],"genre_scores_gemma":[0.9948378,0.0003493633,0.000945276,0.000327806,0.000008811499,0.0002232024,0.00006452292,0.00001827159,0.003224917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008479184,"threshold_uncertainty_score":0.03692335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.174397337474671,"score_gpt":0.4461140759168807,"score_spread":0.2717167384422097,"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."}}