{"id":"W3080935392","doi":"10.38055/fs010101","title":"Post No Bill: The Transience of New York City Street Style","year":2018,"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":"","funders":"","keywords":"Style (visual arts); Club; Visual arts; Reputation; Portrait; Icon; Photography; Advertising; Art; History; Business; Law; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001122977,0.0001336343,0.0001998299,0.00002560113,0.0005123215,0.000051177,0.0002081867,0.00002300891,0.001628995],"category_scores_gemma":[0.00007968514,0.00006041196,0.00009051298,0.00005276265,0.0008368209,0.0001186696,0.0000512983,0.00007599672,0.0002849848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009947217,"about_ca_system_score_gemma":0.00001956862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002373185,"about_ca_topic_score_gemma":0.009318197,"domain_scores_codex":[0.9992079,0.0000362104,0.0002122959,0.0001609362,0.0002107231,0.000171894],"domain_scores_gemma":[0.9992098,0.00007803977,0.00008670384,0.0001842502,0.0004030335,0.00003823848],"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":[0.00004168221,0.00008325018,0.0005161131,0.00004460237,0.0002062494,0.000001226113,0.5894501,5.313016e-7,0.0009955978,0.08320691,0.318103,0.007350826],"study_design_scores_gemma":[0.0003283137,0.0004408541,0.003818738,0.00007485737,0.00004694733,7.983912e-7,0.3929,0.000005522964,0.0005034315,0.0003278741,0.6013428,0.0002098622],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459586,0.0003995216,0.000003284681,0.002691443,0.0009573108,0.0001643045,0.00005173612,0.00008007848,0.04969371],"genre_scores_gemma":[0.9645206,0.0001273705,0.00002440144,0.000787008,0.0007356092,0.000005692361,0.000003178049,0.000006698546,0.03378948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2832398,"threshold_uncertainty_score":0.9992837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1254869965714236,"score_gpt":0.2908432123714707,"score_spread":0.1653562158000471,"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."}}