{"id":"W2775993878","doi":"10.29173/pandpr29347","title":"The Vanity Drawer","year":2017,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NorQuest College","funders":"","keywords":"Beautification; Advertising; Aesthetics; Business; Art; Engineering","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003102635,0.00009832952,0.0000946026,0.00001093212,0.004640344,0.0009245297,0.0005284008,0.00003412422,0.0022154],"category_scores_gemma":[0.0009282086,0.00005793527,0.0000398722,0.000005151531,0.0008208528,0.0008416172,0.0001347219,0.0002364292,0.001552688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001782707,"about_ca_system_score_gemma":0.00002036989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001580198,"about_ca_topic_score_gemma":0.00144882,"domain_scores_codex":[0.9992888,0.00009596505,0.0001289063,0.0001531063,0.0000986409,0.0002345605],"domain_scores_gemma":[0.9987002,0.0003339883,0.000235806,0.0005513572,0.0001379162,0.00004070386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003181333,0.00004686162,0.00002304046,0.000001432407,0.00006151592,0.000006276923,0.01926713,1.108968e-7,0.00004100912,0.9567335,0.01214364,0.01164362],"study_design_scores_gemma":[0.0001479922,0.0000451125,0.0003886512,0.00000171955,0.00002978962,0.000008910813,0.02411197,0.000003610841,0.000006646078,0.009347007,0.9658211,0.00008749513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02927256,0.0002343973,0.000002275989,0.03904089,0.001791348,0.0000929992,0.000002854462,0.0000689746,0.9294937],"genre_scores_gemma":[0.9163377,0.0002059156,0.0000373655,0.002229483,0.0005942241,0.00001884918,0.000002033731,0.000009511059,0.08056494],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9536775,"threshold_uncertainty_score":0.9992247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05526183338621216,"score_gpt":0.3032597500951636,"score_spread":0.2479979167089515,"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."}}