{"id":"W4296764273","doi":"10.1177/00405175221123067","title":"The role of resources in repair practice: Engagement with self, paid and unpaid clothing repair by young consumers","year":2022,"lang":"en","type":"article","venue":"Textile Research Journal","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Alberta","funders":"","keywords":"Clothing; Sustainability; Business; Consumption (sociology); Marketing; Sociology; Political 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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01191079,0.0001541433,0.000225725,0.0003093567,0.003648061,0.000495651,0.0003485351,0.00002966423,0.001159677],"category_scores_gemma":[0.0005566179,0.0001063926,0.00009624589,0.0001865594,0.0006469977,0.0004263136,0.0002800441,0.001884962,0.000006773494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229307,"about_ca_system_score_gemma":0.0002699202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121408,"about_ca_topic_score_gemma":0.0005899802,"domain_scores_codex":[0.9945576,0.002546871,0.0004969892,0.0002860949,0.001490129,0.0006223373],"domain_scores_gemma":[0.9968088,0.002119568,0.0002461,0.0003146027,0.000351021,0.000159909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003835799,0.001684327,0.01933059,0.0001902343,0.001130621,0.0008146569,0.619164,0.0001766731,0.0009490578,0.05991781,0.255477,0.0373292],"study_design_scores_gemma":[0.0005497892,0.0006320213,0.0002304361,0.0000393835,0.00002161397,0.0001667648,0.2708691,0.0007503563,0.0000234187,0.000678818,0.7259268,0.0001115876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8273151,0.02994038,0.000007534652,0.002402939,0.000276505,0.00113086,0.0000520869,0.0002753327,0.1385993],"genre_scores_gemma":[0.9934945,0.001821704,0.00018096,0.00009502505,0.0001886024,0.00007974285,0.000002770401,0.00003709942,0.004099663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4704497,"threshold_uncertainty_score":0.9997534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03663583414554052,"score_gpt":0.3059363847728337,"score_spread":0.2693005506272932,"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."}}