{"id":"W1969230571","doi":"10.5539/mas.v4n3p71","title":"Comparison of Two Different Yarn Evenness Test Methods","year":2010,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Species evenness; Yarn; Textile; Computer science; Mathematics; Composite material; Materials science; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002090838,0.0001607182,0.0003428553,0.000086042,0.0003576111,0.0001652707,0.0008991435,0.00005018711,0.0008923755],"category_scores_gemma":[0.0002178789,0.0001262184,0.00003669615,0.0003121335,0.0008565198,0.0001659223,0.0002884506,0.0001358204,0.0001184843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002818547,"about_ca_system_score_gemma":0.0001313706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003073295,"about_ca_topic_score_gemma":0.00006106335,"domain_scores_codex":[0.9980023,0.00004525356,0.0004264528,0.0004954672,0.0006204415,0.0004101067],"domain_scores_gemma":[0.998647,0.0002326469,0.0002238976,0.0006153596,0.0001378557,0.0001432166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005819418,0.0001579493,0.0007384334,0.00001097514,6.779387e-7,9.263001e-8,0.0007593996,0.0001359283,0.9848641,0.005402698,0.00001935725,0.007904617],"study_design_scores_gemma":[0.0002263212,0.00002463446,0.009102959,0.000005520508,0.00001111477,0.000001555474,0.00006044449,0.05431424,0.9245937,0.01143089,0.00007709231,0.0001514932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8887611,0.000009930883,0.1069766,0.00005779839,0.0008821686,0.0002258399,0.0000196648,0.00007362073,0.00299329],"genre_scores_gemma":[0.9548844,5.476891e-7,0.04489489,0.00002902962,0.0000708381,0.00005417413,0.000002149161,0.00001195651,0.00005205119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06612328,"threshold_uncertainty_score":0.9770886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05801157482304002,"score_gpt":0.4243103465802567,"score_spread":0.3662987717572166,"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."}}