{"id":"W4403942092","doi":"10.14321/fourthgenre.26.2.0013","title":"The Sewing Box","year":2024,"lang":"en","type":"article","venue":"Fourth Genre Explorations in Nonfiction","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002624379,0.00009174897,0.00006879525,0.0001324963,0.00128796,0.0002777441,0.00008841785,0.00003815436,0.0001784072],"category_scores_gemma":[0.00002554413,0.00007010002,0.00006759864,0.00009038982,0.0001288957,0.0003146602,0.00001254432,0.0002125678,0.0002643488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109846,"about_ca_system_score_gemma":0.00006943497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009124297,"about_ca_topic_score_gemma":0.003811237,"domain_scores_codex":[0.9992788,0.00007814408,0.000187987,0.0001544604,0.0001415921,0.0001589873],"domain_scores_gemma":[0.9996464,0.0001258271,0.00002502865,0.0001349943,0.00004349547,0.00002424094],"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":[0.00001260522,0.0000270959,0.00001253801,0.0000195231,0.00002784231,0.000009185811,0.3809844,0.000556403,0.00007818115,0.5425043,0.02521883,0.05054915],"study_design_scores_gemma":[0.0000540373,0.00002833935,0.00003347581,0.00002809818,0.00001118319,0.000001465853,0.02076464,0.002074041,0.00002001108,0.01038502,0.9664949,0.0001048201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03845677,0.01361049,0.08309251,0.006439935,0.03324467,0.001413262,0.00007351636,0.001702836,0.821966],"genre_scores_gemma":[0.97409,0.0002303154,0.0001383586,0.00009260392,0.00227925,0.000128736,0.00002883764,0.0000246567,0.02298729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.941276,"threshold_uncertainty_score":0.9906074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0394067433848455,"score_gpt":0.2454445242223259,"score_spread":0.2060377808374804,"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."}}