{"id":"W2484097996","doi":"10.18848/1447-9524/cgp/v11i01/49336","title":"Fashioning the Fur Industry in Montreal: Forging a New Production Paradigm or Recasting the Old?","year":2011,"lang":"en","type":"article","venue":"The International Journal of Knowledge Culture and Change Management Annual Review","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Forging; Production (economics); Paradigm shift; Sociology; Art history; Art; Engineering; Mechanical engineering; Philosophy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0007070281,0.0001349947,0.000164861,0.00004925124,0.0002307641,0.0001209598,0.000543942,0.00003712689,0.0004218263],"category_scores_gemma":[0.00007176048,0.00004834379,0.0000905151,0.00008931615,0.00008375722,0.000378152,0.0001291045,0.0004742384,0.00001707025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002999571,"about_ca_system_score_gemma":0.00001110422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007352455,"about_ca_topic_score_gemma":0.002362025,"domain_scores_codex":[0.9990729,0.00009599896,0.0003571941,0.0001066726,0.0002382746,0.0001289542],"domain_scores_gemma":[0.9993279,0.00003538981,0.0003052709,0.0001046633,0.0001914719,0.00003530859],"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":[0.00005735239,0.00007495069,0.00005539307,0.0002137008,0.000237906,0.00003809719,0.4774675,6.434835e-7,0.000001323151,0.06125335,0.07010094,0.3904988],"study_design_scores_gemma":[0.0002615549,0.00006332498,0.001523072,0.004619273,0.0001686483,0.0001260037,0.08863297,0.000009744655,0.000004233756,0.001391356,0.9030806,0.0001192089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1087954,0.3345345,0.00002665178,0.1818134,0.009352563,0.004018627,0.00002786311,0.0001016137,0.3613294],"genre_scores_gemma":[0.6697402,0.1441005,0.00003762911,0.007512798,0.006690582,0.00008122633,0.000007095843,0.00002529531,0.1718047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8329797,"threshold_uncertainty_score":0.4618702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1498895422107468,"score_gpt":0.3090348231944627,"score_spread":0.1591452809837159,"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."}}