{"id":"W1590847179","doi":"","title":"Open Source Embroidery","year":2009,"lang":"pt","type":"article","venue":"Goldsmiths (University of London)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Exhibition; Hacker; Computer science; World Wide Web; Visual arts; Software; Digital media; Handicraft; Multimedia; Sociology; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003393939,0.0003600974,0.0007080782,0.0002951923,0.001007699,0.0004038665,0.001599881,0.0001994548,0.009985031],"category_scores_gemma":[0.00001755764,0.0004460221,0.0003692174,0.0001736391,0.0004950193,0.00116335,0.0004657508,0.0003233422,0.001089595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009740626,"about_ca_system_score_gemma":0.0002028265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003243571,"about_ca_topic_score_gemma":0.002097734,"domain_scores_codex":[0.9980422,0.0001464675,0.0002952266,0.0005785867,0.0003884386,0.0005491095],"domain_scores_gemma":[0.9983308,0.0001275093,0.0003676192,0.0006927699,0.0002261954,0.0002551585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001388763,0.001456721,0.000722986,0.0002344895,0.0004146408,0.0003996198,0.1091182,0.0001514937,0.0003067598,0.139683,0.6451992,0.1009241],"study_design_scores_gemma":[0.003412377,0.0009904078,0.006982644,0.0002737853,0.0003443868,0.00001605023,0.06385726,0.0009422796,0.00005780093,0.002041441,0.9202343,0.0008472755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3494306,0.003488001,0.005867084,0.006610301,0.001224698,0.001708625,0.0003885139,0.0003841009,0.6308981],"genre_scores_gemma":[0.609665,0.0002517952,0.0003282606,0.0006573179,0.0002284513,1.642084e-7,0.0000201769,0.00002630335,0.3888225],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2750351,"threshold_uncertainty_score":0.9997991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288552282300182,"score_gpt":0.2135304962225282,"score_spread":0.18467526799251,"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."}}