{"id":"W4415930890","doi":"10.64628/aam.rpcjnxe5c","title":"Canadian universities must do more to ensure their branded clothing isn’t made in sweatshops","year":2025,"lang":"","type":"article","venue":"","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Clothing; Clothing industry; Government (linguistics); Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006734664,0.0005870078,0.0005755753,0.00269834,0.02630643,0.0162181,0.002671687,0.005871634,0.06936827],"category_scores_gemma":[0.0211083,0.000730241,0.000919863,0.003195146,0.005152542,0.004026327,0.003272115,0.006372359,0.01197008],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07469559,"about_ca_system_score_gemma":0.2148944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9657592,"about_ca_topic_score_gemma":0.9863719,"domain_scores_codex":[0.9841124,0.001354542,0.0003285064,0.000991642,0.007619872,0.005592966],"domain_scores_gemma":[0.9279664,0.00258289,0.00151742,0.002453567,0.04586753,0.0196123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007233142,0.00008222058,0.00841684,0.0002337563,0.00003864491,0.0001906265,0.002764177,0.0003068475,0.001690454,0.0366806,0.8775197,0.07200385],"study_design_scores_gemma":[0.00001337948,0.00002139156,0.0185798,0.0001476699,0.00002153,0.00006514933,0.006701648,0.0001283256,0.0007871272,0.001963123,0.97148,0.0000908814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02999342,0.002420539,0.00367813,0.3626779,0.007156977,0.0002635568,0.001064777,0.001436752,0.5913079],"genre_scores_gemma":[0.199691,0.001975936,0.006392058,0.09535166,0.0004942264,0.00009159099,0.0006186887,0.0004420464,0.6949428],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9253044,"threshold_uncertainty_score":0.541957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302226105041845,"score_gpt":0.2742671770536464,"score_spread":0.261244916003228,"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."}}