{"id":"W4395086117","doi":"10.1017/9781009243728.014","title":"Gender and Design","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008669227,0.0003653115,0.0003286196,0.0002040252,0.0003022439,0.0002629207,0.0002231224,0.0002071538,0.0001289377],"category_scores_gemma":[0.000002260753,0.0003846196,0.0001623372,0.000001775332,0.000507524,0.00009485522,0.0002060993,0.0003788063,0.0001320091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007526665,"about_ca_system_score_gemma":0.00007174106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009570575,"about_ca_topic_score_gemma":0.000005710504,"domain_scores_codex":[0.9989244,0.00002159949,0.0001455171,0.000484889,0.0001876056,0.0002359606],"domain_scores_gemma":[0.9992796,0.00008483761,0.00008174378,0.0003163083,0.00009652575,0.0001410551],"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":[0.00004161364,0.000003636045,3.425838e-8,0.0001219117,0.0001500014,0.0003267088,0.001426323,5.184178e-7,0.000004113421,0.8195786,0.1778359,0.0005106261],"study_design_scores_gemma":[0.0002311259,0.00005096407,5.822403e-7,0.0001081535,0.000381051,0.00001498582,0.0003780845,0.00006384256,0.0000184805,0.0006646324,0.9976411,0.0004469748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009375231,0.001210303,0.0003906583,0.000008398771,0.0005362171,0.0003589517,0.0002884894,0.000251897,0.9969457],"genre_scores_gemma":[0.001151435,0.0001715469,0.00004326211,0.00008928581,0.0005420102,7.933332e-7,0.00002222774,0.00006873392,0.9979107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8198052,"threshold_uncertainty_score":0.9998606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07705842396499411,"score_gpt":0.1991435273002345,"score_spread":0.1220851033352404,"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."}}