{"id":"W3108218456","doi":"10.38055/fs030106","title":"Diagrammatic Manifestos: A Method for Studying the Fluidity of Gender in the Production of Fashion Photography","year":2020,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diagrammatic reasoning; Narrative; Ontology; Sociology; Photography; Epistemology; Psychology; Aesthetics; Computer science; Visual arts; Art; Literature","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":[],"consensus_categories":[],"category_scores_codex":[0.0007248774,0.0001460884,0.0003139545,0.00005129176,0.0002984722,0.00003291891,0.0002141823,0.00002344208,0.00003065761],"category_scores_gemma":[0.0003592895,0.00006992422,0.0001708912,0.0001516488,0.0002231149,0.0001149989,0.00005385912,0.0001100874,0.0000033281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008760801,"about_ca_system_score_gemma":0.000008224978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001131066,"about_ca_topic_score_gemma":0.0003759462,"domain_scores_codex":[0.9987404,0.000250567,0.0004045179,0.0001970107,0.000261087,0.000146448],"domain_scores_gemma":[0.9989463,0.0004438019,0.0002082595,0.0001696155,0.0002165067,0.00001553176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004152545,0.0001414161,0.0007028194,0.0006656233,0.0002437083,6.722404e-7,0.8868784,0.00002067118,0.002614847,0.09744972,0.008523698,0.002716874],"study_design_scores_gemma":[0.0003504637,0.0002351378,0.003942755,0.00005262332,0.0001465484,0.000001367249,0.986012,0.00009547261,0.000605063,0.001555637,0.006852986,0.0001499492],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929314,0.0005244937,0.0002675469,0.003536141,0.0004430595,0.001212333,0.00001288159,0.00003616037,0.001036002],"genre_scores_gemma":[0.998577,0.0002576555,0.0001732354,0.0004305663,0.0002526144,0.0002049221,0.000004477032,0.000008839976,0.00009067862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09913357,"threshold_uncertainty_score":0.2851427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.242438294771098,"score_gpt":0.3390027308151352,"score_spread":0.09656443604403717,"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."}}