{"id":"W2497805435","doi":"10.1016/b978-1-85573-995-6.50014-1","title":"Elements of Jacquard Shedding","year":2004,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000559942,0.000330176,0.0005860014,0.0001253818,0.0001066588,0.00006552188,0.0003681375,0.0002226103,0.01446192],"category_scores_gemma":[0.0000245837,0.0003071217,0.0001811619,0.000008736451,0.0001465482,0.00005421654,0.0001706575,0.0001214916,0.001202062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240186,"about_ca_system_score_gemma":0.0002164794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001949382,"about_ca_topic_score_gemma":0.000009757915,"domain_scores_codex":[0.9979081,0.00002924843,0.0008325878,0.0004099369,0.000527967,0.0002921928],"domain_scores_gemma":[0.9986376,0.00003219047,0.0005534554,0.0005485125,0.0001403483,0.00008790062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003429858,0.00002707727,0.000004371291,0.0004476537,0.00007875898,0.00001728873,0.0005951547,0.00003034783,0.2189912,0.07551757,0.0002441898,0.704012],"study_design_scores_gemma":[0.000727769,0.0001629072,0.00003831594,0.001499077,0.0002752601,0.000009799534,0.00001613393,0.000004685314,0.04986126,0.1081672,0.838491,0.0007465502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005501149,0.0002283117,0.000007111807,0.00002721579,0.001082948,0.0004801831,0.000212991,0.00007243034,0.9923877],"genre_scores_gemma":[0.03907191,0.00003729836,0.001937925,0.0001124356,0.0003690857,0.00004251401,0.0000417123,0.00009415236,0.958293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8382468,"threshold_uncertainty_score":0.9999381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02567436897029306,"score_gpt":0.274072050046032,"score_spread":0.248397681075739,"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."}}