{"id":"W6996939874","doi":"","title":"The Threads, Trends and Threats of the Wedding Dress:&#13;\\nA Collaborative, Studio-based Dissertation","year":2016,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Autónoma del Estado de Morelos; Concordia University","keywords":"Ethnography; Metaphor; Embodied cognition; Popular culture; White (mutation); Visual culture; Subject (documents); Social practice","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003356325,0.000280653,0.0003210269,0.0003988828,0.003481524,0.000380297,0.0006798046,0.0001493969,0.0001554361],"category_scores_gemma":[0.00006274517,0.0001555722,0.0001890639,0.0004884076,0.0009946955,0.0002790952,0.00008512042,0.000516332,0.000007623642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871846,"about_ca_system_score_gemma":0.0004374541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001772874,"about_ca_topic_score_gemma":0.1433196,"domain_scores_codex":[0.9975753,0.000543085,0.0002747817,0.0004406566,0.000736076,0.0004300383],"domain_scores_gemma":[0.997961,0.0005002745,0.0003270248,0.0004618631,0.0006357797,0.0001140637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002417797,0.000417102,0.02395856,0.0007317899,0.001489684,0.0001801339,0.1191452,0.000008122875,0.02004467,0.779857,0.009999354,0.04175057],"study_design_scores_gemma":[0.002895155,0.001010717,0.4167129,0.001704265,0.0004191583,0.000005098317,0.4035899,0.00006932889,0.05403116,0.004350591,0.1139732,0.001238479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6984809,0.0003741322,2.985095e-7,0.0009806944,0.0008470113,0.0003371205,0.00004205625,0.00003866088,0.2988991],"genre_scores_gemma":[0.6942439,0.0002724374,5.146223e-7,0.000004492768,0.0001658963,0.000006113319,0.00003307496,0.0000204903,0.3052531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7755064,"threshold_uncertainty_score":0.9978158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169048562798717,"score_gpt":0.2922271677070766,"score_spread":0.2605366820790895,"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."}}