{"id":"W2751809286","doi":"10.1080/14606925.2017.1352779","title":"Fashion Design for Short Male Consumers","year":2017,"lang":"en","type":"article","venue":"The Design Journal","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Clothing; Mainstream; Fashion design; Order (exchange); Advertising; Sociology; Qualitative research; Phase (matter); Marketing; Psychology; Business; Political science; Social science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002267027,0.0003693519,0.0001738265,0.0004639821,0.002237503,0.00218299,0.000378232,0.0006029518,0.03578835],"category_scores_gemma":[0.002793003,0.0002057067,0.0003571649,0.0004760151,0.0007755351,0.001402097,0.001616089,0.0007605235,0.005266857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008777651,"about_ca_system_score_gemma":0.0009448819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005986813,"about_ca_topic_score_gemma":0.002463353,"domain_scores_codex":[0.9987531,0.0007706449,0.0000378534,0.00006422619,0.0002402966,0.0001338662],"domain_scores_gemma":[0.9986982,0.0004632816,0.0001115608,0.0001424611,0.0002506516,0.0003337751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009866476,0.00227194,0.03043733,0.001387794,0.00002911725,0.001761727,0.1802216,0.000568861,0.02116089,0.05168833,0.09067686,0.6188089],"study_design_scores_gemma":[0.0001178696,0.002797481,0.02849368,0.0004978536,0.00004746425,0.001476631,0.1256478,0.001602459,0.007906161,0.0111293,0.8202043,0.00007903134],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.59954,0.001614429,0.07168395,0.007774399,0.0007944034,0.00120309,0.0002743763,0.0007328269,0.3163825],"genre_scores_gemma":[0.792184,0.001290332,0.05839825,0.002525417,0.0002452458,0.0009218631,0.0002423262,0.0003740404,0.1438186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03578835,"threshold_uncertainty_score":0.119724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.225533493670305,"score_gpt":0.3016708434573198,"score_spread":0.07613734978701475,"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."}}