{"id":"W4242441081","doi":"10.21606/pluriversal.2021.0018","title":"Insurgent Design Coalitions: The history of the Design &amp; Oppression network","year":2021,"lang":"en","type":"article","venue":"","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Oppression; Sociology; Active listening; Public relations; Political science; Politics; Law; Communication","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006411833,0.0001351202,0.0001713197,0.00002105195,0.0004255215,0.00006613154,0.0002559136,0.0000453202,0.0130065],"category_scores_gemma":[0.00009889439,0.0000692761,0.000157737,0.00004963839,0.0003398606,0.00009272449,0.00008377415,0.0001359588,0.00007842188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009209465,"about_ca_system_score_gemma":0.000340423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001354539,"about_ca_topic_score_gemma":0.0003242259,"domain_scores_codex":[0.9983755,0.0006626114,0.0003013475,0.0001820907,0.0002603816,0.0002181074],"domain_scores_gemma":[0.9983794,0.0007164043,0.0001208156,0.0005602853,0.0001781174,0.00004495135],"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":[0.00002440747,0.00008601377,0.00001735447,0.00001095937,0.00003090225,0.000001786386,0.009502401,0.00131121,0.0002447405,0.1328134,0.8552541,0.0007026636],"study_design_scores_gemma":[0.0001486122,0.00002081183,0.00009677178,0.00006045321,0.00004302994,0.000004229915,0.001380411,0.0003459704,0.0003567187,0.01083521,0.9865869,0.0001208569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002490854,0.03434776,0.3455762,0.005746069,0.01921326,0.00242786,0.00004958121,0.0004354636,0.589713],"genre_scores_gemma":[0.3445426,0.0005060859,0.003885834,0.005142129,0.001627874,0.0001517845,0.00001934506,0.00005717369,0.6440672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3420517,"threshold_uncertainty_score":0.9878957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823087661231416,"score_gpt":0.2408927497940189,"score_spread":0.0585839836708773,"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."}}