{"id":"W4414947413","doi":"10.1017/sus.2025.10030","title":"A comparative review of Australia’s fashion and textile industry and global climate perspectives across five decades (1970s–2020s)","year":2025,"lang":"en","type":"review","venue":"Global Sustainability","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Climate change; Political economy of climate change; Transparency (behavior); Global climate; Textile industry; Global warming; Climate governance; Consumption (sociology); Climate change mitigation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004854294,0.000682854,0.002488927,0.00003001748,0.0004126884,0.0002546039,0.0003350337,0.0004794295,0.000440431],"category_scores_gemma":[0.000467122,0.0004974958,0.0004526822,0.0002919633,0.001604258,0.0002831703,0.0005355239,0.0005967802,0.000009816574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008892457,"about_ca_system_score_gemma":0.000413062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004985425,"about_ca_topic_score_gemma":0.001182667,"domain_scores_codex":[0.9968317,0.0004999003,0.0009089211,0.0008664323,0.0002902246,0.000602789],"domain_scores_gemma":[0.9978635,0.0001493265,0.0005110962,0.0004044238,0.0008787472,0.0001928917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003366922,0.0002607719,0.0002920384,0.4517116,0.0003374118,0.00001783915,0.02015597,2.314015e-7,6.493404e-9,0.3206507,0.007465139,0.1990747],"study_design_scores_gemma":[0.0002682501,0.0001476978,0.001154563,0.04383945,0.0007915968,0.00003098671,0.2119378,6.83028e-7,3.587583e-8,0.002210225,0.7389675,0.0006511463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007503635,0.9782985,2.741775e-7,0.0002581853,0.0001467863,0.001923601,0.003728053,0.00007008454,0.008070917],"genre_scores_gemma":[0.0150298,0.9826457,0.000009929442,0.00007674103,0.0001007957,0.0001149457,0.00009926003,0.000007761073,0.001915099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7315024,"threshold_uncertainty_score":0.9997477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06701102981159109,"score_gpt":0.4181375483478472,"score_spread":0.3511265185362561,"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."}}