{"id":"W32338965","doi":"10.1103/physrevlett.124.141802","title":"Fabric dyeing and printing","year":2000,"lang":"en","type":"book","venue":"Physical Review Letters","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Dyeing; Process engineering; Pulp and paper industry; Computer science; Manufacturing engineering; Engineering; Materials science; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008385757,0.000362971,0.0006376054,0.00005654402,0.00004421375,0.00003961291,0.0001725033,0.00003229089,0.0000359381],"category_scores_gemma":[0.0000135302,0.0003565386,0.0001990098,0.00006323093,0.0000702086,0.00006239789,0.00004470075,0.00054431,0.0003157213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009665196,"about_ca_system_score_gemma":0.00001549563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000102415,"about_ca_topic_score_gemma":7.233224e-8,"domain_scores_codex":[0.9989088,0.00002056299,0.0002437231,0.0003109599,0.0002013549,0.0003146418],"domain_scores_gemma":[0.9994356,0.00008842646,0.00005370166,0.000311118,0.000007829812,0.0001033421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002216399,0.00002183023,0.000004348273,0.03288665,0.0003254036,0.00007498896,0.000304087,0.003223336,0.001137799,0.0006855883,0.6122107,0.3491231],"study_design_scores_gemma":[0.00008845051,0.000009157004,0.00001562166,0.01608527,0.0002343091,0.00001126111,3.868483e-7,0.004009898,0.00001244601,0.0002740407,0.9786521,0.0006070567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01238783,0.1774337,0.0009826134,0.001543581,0.0008205643,0.001513516,0.00003517799,0.00250972,0.8027732],"genre_scores_gemma":[0.05827675,0.6192145,0.002792325,0.06485783,0.01003175,0.0005423034,0.0005956874,0.002289401,0.2413994],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5613738,"threshold_uncertainty_score":0.9998887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129265780163387,"score_gpt":0.2339471897716267,"score_spread":0.2226545319699929,"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."}}