{"id":"W103145888","doi":"10.4324/9781351277600","title":"Sustainability in Fashion and Textiles","year":2017,"lang":"en","type":"book","venue":"","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; The arts; Clothing; Fashion design; Metropolitan area; Supply chain; Corporation; Management; Sociology; Art history; Engineering; Art; Business; Political science; Visual arts; Marketing; History; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004816822,0.0003923262,0.0004508357,0.0003147548,0.000201101,0.0004946061,0.0004323922,0.0003636996,0.0005024399],"category_scores_gemma":[0.0004369815,0.0003736242,0.00007566805,0.00005960345,0.0004806344,0.00126702,0.001009388,0.0003512146,0.0001238701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008392062,"about_ca_system_score_gemma":0.0001163648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007825958,"about_ca_topic_score_gemma":0.001041293,"domain_scores_codex":[0.9983462,0.000008045861,0.0003502149,0.0006412086,0.0002740588,0.0003802783],"domain_scores_gemma":[0.9987251,0.00005539709,0.0003047837,0.0007801791,0.0001213863,0.00001312154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001278968,0.0005091139,0.4284768,0.01547879,0.00005692105,0.000386415,0.0001375161,0.0000781599,0.000006003505,0.3150998,0.130632,0.1090105],"study_design_scores_gemma":[0.0003853062,0.000004925017,0.2060031,0.00009647109,0.00003800919,0.000001729249,0.0002205898,0.0001117172,2.616064e-7,0.1150886,0.6775136,0.0005357151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03303107,0.0001550577,0.00002386562,0.003959572,0.0002510574,0.001426568,0.00000337853,0.0001398451,0.9610096],"genre_scores_gemma":[0.2036698,0.00004196501,0.00002392127,0.0006207264,0.0008139381,0.00005769751,0.0001041061,0.00007601676,0.7945918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5468816,"threshold_uncertainty_score":0.9998716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009698999776207529,"score_gpt":0.2233847441769384,"score_spread":0.2136857444007308,"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."}}