{"id":"W4254603104","doi":"10.38055/fs030111","title":"Fashion Studies Volume 3, Issue 1, Launch Panel Discussion","year":2020,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Seneca Polytechnic","funders":"","keywords":"Panel discussion; Event (particle physics); Period (music); Volume (thermodynamics); Political science; History; Art; Advertising; Business; Physics; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00649326,0.0012452,0.0006037332,0.001106942,0.009188696,0.01445691,0.001874404,0.01337195,0.1976274],"category_scores_gemma":[0.0136827,0.0006488591,0.001064406,0.001104882,0.001987934,0.005821712,0.004763835,0.01340534,0.07536025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003077092,"about_ca_system_score_gemma":0.005603042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003589961,"about_ca_topic_score_gemma":0.01168434,"domain_scores_codex":[0.9976221,0.00046333,0.00008849388,0.0003468654,0.0009641938,0.0005149827],"domain_scores_gemma":[0.9913273,0.002579421,0.0002785368,0.0004195502,0.002583441,0.002811745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001107446,0.00001785162,0.00005036949,0.0000266269,8.608025e-7,0.00002848217,0.00008877175,0.000004324841,0.00007094389,0.0009795229,0.9966393,0.002081901],"study_design_scores_gemma":[0.00001229991,0.00001523702,0.0004113528,0.0001001232,0.000002634824,0.00001600897,0.0004614635,0.00001301745,0.00008708654,0.0006652083,0.9982077,0.000007921667],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001585618,0.004149338,0.0004585565,0.5398149,0.2826629,0.0003050316,0.0009430731,0.0003467383,0.1697337],"genre_scores_gemma":[0.01087116,0.00301989,0.0006721872,0.2720183,0.09225323,0.0005743525,0.0009030224,0.0005598504,0.6191279],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1976274,"threshold_uncertainty_score":0.6611294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2034386285007048,"score_gpt":0.3186538767590708,"score_spread":0.1152152482583659,"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."}}