{"id":"W4415273446","doi":"10.28968/cftt.v11i2.42825","title":"Scraps, Scrappiness, Scrapper","year":2025,"lang":"","type":"article","venue":"Catalyst Feminism Theory Technoscience","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mainstream; Materiality (auditing); Staring; Queer; Narrative; Ableism; Futures contract","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.003268993,0.001108496,0.001089654,0.001651704,0.004126117,0.001849389,0.003533026,0.000562145,0.003445445],"category_scores_gemma":[0.0005785585,0.001035973,0.0005768316,0.002124973,0.0104327,0.001130895,0.0009705499,0.0009975358,0.001150854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002367342,"about_ca_system_score_gemma":0.001086842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001125559,"about_ca_topic_score_gemma":0.00005238071,"domain_scores_codex":[0.9935119,0.0002289581,0.001404295,0.002148924,0.0009950169,0.001710938],"domain_scores_gemma":[0.9952542,0.0006359469,0.0004948956,0.002755364,0.0004979477,0.0003617115],"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":[0.0001029352,0.0004572463,0.00008187704,0.0002423284,0.00009580868,0.00005165492,0.00645228,0.000003536414,0.003670598,0.9000342,0.04148929,0.04731818],"study_design_scores_gemma":[0.0009777435,0.0002262619,0.0001047729,0.0008807001,0.0003728972,0.00002415242,0.032614,0.0004704352,0.01250876,0.2836873,0.666619,0.001513959],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01210361,0.01787419,0.02717532,0.003049423,0.00975076,0.002173462,0.0004619771,0.001652914,0.9257584],"genre_scores_gemma":[0.8263407,0.0005963273,0.0001415306,0.00229728,0.0004513038,0.0001593829,0.00003834845,0.00006685237,0.1699083],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8142371,"threshold_uncertainty_score":0.9996269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420345059194313,"score_gpt":0.2471724842417318,"score_spread":0.2329690336497887,"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."}}