{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008348378,0.0001167525,0.0001263521,0.0000233309,0.003344983,0.001228543,0.0005153646,0.00002954294,0.002253242],"category_scores_gemma":[0.00009951703,0.00006230892,0.000119471,0.000004593239,0.0002976744,0.000316903,0.0000217161,0.000174893,0.0001278315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001854302,"about_ca_system_score_gemma":0.00003745786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003381507,"about_ca_topic_score_gemma":0.00002155968,"domain_scores_codex":[0.999238,0.000122915,0.0001723284,0.00009119007,0.0001467732,0.0002287511],"domain_scores_gemma":[0.9992892,0.0001493586,0.0001319734,0.0002237455,0.0001286838,0.00007707443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004673838,0.0001137305,0.0001212562,0.0000258563,0.0003474925,0.00006002002,0.06414884,0.0002039205,0.005155067,0.2011715,0.647716,0.08046888],"study_design_scores_gemma":[0.002856369,0.001175399,0.001346224,0.0002167533,0.0004511499,0.001399422,0.0616239,0.003950296,0.003324597,0.02726418,0.8951993,0.00119241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3106691,0.0008679099,0.3870141,0.02411859,0.01177949,0.004287129,0.00007741174,0.0003319386,0.2608544],"genre_scores_gemma":[0.9634402,0.00007827306,0.001153518,0.0003417967,0.0007363792,0.00002017094,0.000001226243,0.00001581021,0.0342126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6527712,"threshold_uncertainty_score":0.9998083,"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."}}