{"id":"W2581684163","doi":"10.31274/itaa_proceedings-180814-34","title":"Negotiating Authenticity: Exploring Design Decisions of Reenactors' Regency Gowns","year":2015,"lang":"en","type":"report","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clothing; Extant taxon; Scholarship; Negotiation; Period (music); Visual arts; Sociology; Art; Aesthetics; Social science; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01769891,0.000503142,0.0002611709,0.00135208,0.006526997,0.009464147,0.002276608,0.001731147,0.005303218],"category_scores_gemma":[0.02999437,0.0006020783,0.0003425554,0.0006203478,0.00828201,0.00644762,0.005495826,0.002656372,0.0007067308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004622472,"about_ca_system_score_gemma":0.003508015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003255953,"about_ca_topic_score_gemma":0.00897033,"domain_scores_codex":[0.9785756,0.01719392,0.0003634926,0.0009148477,0.001866653,0.001085499],"domain_scores_gemma":[0.9875674,0.008556812,0.001343991,0.0005982968,0.001177779,0.000755725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008726822,0.0001885229,0.007378085,0.0001370435,0.000008598784,0.001195433,0.9232231,0.0003939978,0.001497147,0.03697078,0.001123059,0.02779711],"study_design_scores_gemma":[0.00001295031,0.000122621,0.002921166,0.0001423031,0.00001077719,0.0003788786,0.9442745,0.001034161,0.0009343307,0.005588004,0.04455559,0.00002473385],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328343,0.0002398543,0.009206899,0.001265445,0.00003338468,0.0002142599,0.00001735175,0.00002489569,0.05616374],"genre_scores_gemma":[0.9860532,0.0001687748,0.005481031,0.0001510065,0.000005411775,0.00009164924,0.00002201235,0.00002322871,0.008003591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01769891,"threshold_uncertainty_score":0.09360194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4931243462530546,"score_gpt":0.3628967391284574,"score_spread":0.1302276071245971,"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."}}