{"id":"W4386865103","doi":"10.31031/tteft.2023.09.000706","title":"Mohair Fiber: Sustainability Starts at the Farm-Know your Fashion; Know Where it Comes from","year":2023,"lang":"en","type":"article","venue":"Trends in Textile Engineering & Fashion Technology","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Sustainability; Textile; Analytics; Management; Business; Marketing; Engineering; Geography; Economics; Computer science; Archaeology; Data science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008027116,0.0004094554,0.000522361,0.0008271591,0.0002801779,0.0001137444,0.0008689507,0.000423553,0.007635483],"category_scores_gemma":[0.0004369891,0.0003425692,0.0001182189,0.001844896,0.0002451421,0.0001692094,0.0007281895,0.0003871867,0.001548528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005282164,"about_ca_system_score_gemma":0.00006773986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001010383,"about_ca_topic_score_gemma":0.001035723,"domain_scores_codex":[0.9971226,0.0001252957,0.0006818327,0.0007698781,0.0003921123,0.0009082141],"domain_scores_gemma":[0.9981474,0.0002983686,0.0001591651,0.001176754,0.0001263583,0.00009190059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001066268,0.0004186809,0.007287635,0.000318463,0.0001065809,0.0001840568,0.004162727,0.1397762,0.3833921,0.01156972,0.05345435,0.3992228],"study_design_scores_gemma":[0.004659215,0.0006763987,0.112146,0.0004600133,0.0002125976,0.000076375,0.0174617,0.0538471,0.07728631,0.008239534,0.721531,0.00340369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860155,0.0003024415,0.0002054234,0.009543171,0.001012596,0.0003272868,0.0002183574,0.002013711,0.0003615152],"genre_scores_gemma":[0.9913078,0.0001523138,0.000303491,0.00004520145,0.0001163198,0.0003769789,0.0001380462,0.00007013454,0.007489734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6680767,"threshold_uncertainty_score":0.9999026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685533612866823,"score_gpt":0.2816443409611484,"score_spread":0.2647890048324802,"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."}}