{"id":"W1488768768","doi":"","title":"Clive Edwards, Encyclopedia of Furniture Materials, Trades and Techniques","year":2004,"lang":"en","type":"article","venue":"Material Culture Review / Revue de la culture matérielle","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McCord Museum","funders":"","keywords":"Encyclopedia; Art; Engineering; Computer science; Library science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003306663,0.0004276874,0.0007983663,0.0000364036,0.0002461443,0.000284692,0.000289,0.0002806334,0.002547308],"category_scores_gemma":[0.00007534213,0.0002747851,0.0001762267,0.00007359575,0.0003630217,0.0002652166,0.00008954547,0.0002483049,0.00003701735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004106994,"about_ca_system_score_gemma":0.00003100454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000165022,"about_ca_topic_score_gemma":0.0001290811,"domain_scores_codex":[0.9982947,0.0002182041,0.0006138382,0.0003655188,0.0001896736,0.0003181164],"domain_scores_gemma":[0.9991187,0.00001700566,0.0003128619,0.000269021,0.0001558603,0.0001265057],"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":[0.00006755887,0.0002430433,0.00000771319,0.01374988,0.000137245,0.00005436493,0.08752661,6.367575e-7,0.0828734,0.734431,0.07684918,0.004059317],"study_design_scores_gemma":[0.0002884116,0.0001460699,0.00006320865,0.004045337,0.0001744259,0.0002118592,0.003377196,4.8735e-8,0.02382178,0.0024225,0.965033,0.000416195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1267929,0.051212,0.00002802916,0.004362247,0.002308334,0.003383667,0.002011484,0.001035784,0.8088655],"genre_scores_gemma":[0.6173998,0.3382654,0.005826924,0.004329122,0.006491039,0.0004450409,0.00113594,0.0001563049,0.02595044],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8881838,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072769515339784,"score_gpt":0.2320239937704434,"score_spread":0.2212962986170456,"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."}}