{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001647814,0.0004302668,0.0006862624,0.00006379638,0.001037419,0.0001888486,0.0002706241,0.00007046986,0.002130621],"category_scores_gemma":[0.0003521579,0.0002334814,0.0002179045,0.0001211056,0.0005212798,0.0004653894,0.000344549,0.0002597173,0.003620771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006286689,"about_ca_system_score_gemma":0.00001580514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004097818,"about_ca_topic_score_gemma":0.0002677147,"domain_scores_codex":[0.9979048,0.0001286938,0.0005080663,0.0005533426,0.0004671418,0.0004379705],"domain_scores_gemma":[0.998908,0.00009178786,0.0001782158,0.0002332536,0.0004253542,0.000163421],"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":[0.00003036223,0.00007259619,0.0004114609,0.0003150345,0.0004376448,0.0000215692,0.4137845,0.000007207953,0.0004178309,0.02456794,0.5525357,0.007398205],"study_design_scores_gemma":[0.0003160036,0.0001708209,0.000293197,0.00007200295,0.00005838972,0.000001242724,0.4299073,0.00002772289,0.00003562633,0.000149436,0.568659,0.0003092284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7846073,0.007478173,0.00002491902,0.1445587,0.005566452,0.001055301,0.000160432,0.001656411,0.05489236],"genre_scores_gemma":[0.8872914,0.002543317,0.00003998555,0.004105542,0.002188691,0.00006857756,0.0000317164,0.00003694972,0.1036938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1404531,"threshold_uncertainty_score":0.9987816,"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."}}