{"id":"W4294215114","doi":"10.38055/fr010106","title":"Land Based Fashion: A Leading Fashion Framework","year":2022,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003443319,0.0003308868,0.0004599129,0.000162103,0.002522515,0.0002171085,0.0003200127,0.00005392805,0.005758955],"category_scores_gemma":[0.0001491639,0.0002666374,0.0002232006,0.0001679346,0.0003607231,0.0002409694,0.0002973319,0.0005154024,0.0005931941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478913,"about_ca_system_score_gemma":0.00003273887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006405978,"about_ca_topic_score_gemma":0.000465748,"domain_scores_codex":[0.9978669,0.0002129279,0.0003953365,0.0004637848,0.0006073884,0.0004537035],"domain_scores_gemma":[0.9989448,0.0003037135,0.0001748383,0.0003126219,0.0001726321,0.00009140367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008065002,0.0003406423,0.00422402,0.0001980048,0.0003865658,0.00008018169,0.1934858,0.0004005653,0.0002366704,0.6421716,0.1533969,0.004998401],"study_design_scores_gemma":[0.0007520858,0.0003462703,0.0005223486,0.00008107375,0.0000819116,0.000008643393,0.4533083,0.0001502067,0.0000228583,0.0008730349,0.5431799,0.0006733668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481651,0.0007838343,0.0001085514,0.005739376,0.003485127,0.0004298061,0.00009430168,0.0006384549,0.04055542],"genre_scores_gemma":[0.9754966,0.0001243414,0.0001145215,0.002808674,0.000737276,0.0002314232,0.00005540514,0.00003735896,0.0203944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6412985,"threshold_uncertainty_score":0.9999786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09211298892231441,"score_gpt":0.3008614931440217,"score_spread":0.2087485042217073,"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."}}