{"id":"W2012225130","doi":"10.5539/mas.v2n3p32","title":"Influence of Twisting Ratio and Loop Length on Loop Deflection of Flat Fabrics","year":2008,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deflection (physics); Twist; Loop (graph theory); Materials science; Deflection angle; Composite material; Yarn; Structural engineering; Optics; Geometry; Mathematics; Physics; Engineering; Combinatorics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002943282,0.0002955556,0.0001227152,0.0002229748,0.0001547402,0.0002512268,0.00009455787,0.0001333883,0.001501713],"category_scores_gemma":[0.001289666,0.0001551003,0.0001398221,0.000118123,0.0002916385,0.0003087744,0.0002023298,0.0001657169,0.0001305422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181943,"about_ca_system_score_gemma":0.00009080915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003266842,"about_ca_topic_score_gemma":0.0005737815,"domain_scores_codex":[0.9997395,0.00004821274,0.00001749684,0.00004475283,0.00008233848,0.00006763729],"domain_scores_gemma":[0.9990333,0.0005541244,0.0001633835,0.00006806605,0.0001126148,0.00006846566],"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":[0.0003886037,0.00002435885,0.002494753,0.00003674343,0.00000790069,0.00008178104,0.00006289037,0.0008184487,0.992299,0.00003450571,0.00001196373,0.003738996],"study_design_scores_gemma":[0.00001470385,0.0009326327,0.02677058,0.000004562691,0.00002125438,0.0001290613,0.0001091456,0.003613784,0.9680083,0.00004441939,0.0003332928,0.00001827488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998757,0.00009613986,0.0008130808,0.000004909396,0.000003704901,0.000004231679,0.000014539,0.00001447944,0.000291947],"genre_scores_gemma":[0.9993413,0.00005209264,0.0004128097,0.000005547229,0.000001203522,0.000001950889,0.00001258576,0.000005327483,0.0001671538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001501713,"threshold_uncertainty_score":0.005023718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03795964759148876,"score_gpt":0.2740394113472851,"score_spread":0.2360797637557963,"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."}}