{"id":"W4310757901","doi":"10.22269/221101","title":"Field Notes on Design Activism: 1","year":2022,"lang":"en","type":"article","venue":"Places","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Field (mathematics); Political science; Quantum electrodynamics; Sociology; Mathematics; Physics; Pure mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02120993,0.00121371,0.0003646827,0.001526107,0.02230767,0.0183541,0.002793005,0.01128698,0.03451364],"category_scores_gemma":[0.01915861,0.0007365373,0.0007681355,0.001666148,0.03443382,0.01381765,0.00671789,0.01487093,0.004212005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01551394,"about_ca_system_score_gemma":0.00934642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02259049,"about_ca_topic_score_gemma":0.0306473,"domain_scores_codex":[0.9794497,0.01295145,0.0004091733,0.002296819,0.003510904,0.001381926],"domain_scores_gemma":[0.9746124,0.01918216,0.0004396557,0.001602204,0.00337094,0.0007925941],"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":[0.00004948064,0.00008127731,0.0002347456,0.0001748585,0.000003932884,0.0001566634,0.06050239,0.0001720062,0.0004112971,0.5772651,0.34123,0.01971831],"study_design_scores_gemma":[0.00001054941,0.00002275764,0.0001161086,0.0002591192,0.000001993516,0.00006430702,0.02382331,0.00007003018,0.0003630967,0.01993159,0.9553243,0.00001287713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01371779,0.005668658,0.01220831,0.3580743,0.006736232,0.0003027481,0.0002304637,0.000200821,0.6028607],"genre_scores_gemma":[0.2567141,0.002941051,0.006489925,0.1663142,0.002289621,0.0008565831,0.0001192291,0.0005157983,0.5637594],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03451364,"threshold_uncertainty_score":0.1154597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07903694253272849,"score_gpt":0.2454569354285716,"score_spread":0.1664199928958431,"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."}}