{"id":"W2613674630","doi":"","title":"Toughness and [a, b]-factors with prescribed properties.","year":2017,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Toughness; Mathematics; Composite material; Materials science","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":[0.0009171291,0.0005706898,0.0006013239,0.001986798,0.002461783,0.002736541,0.0007264342,0.001068991,0.01405934],"category_scores_gemma":[0.00713046,0.0004939307,0.0007058504,0.001283568,0.003571273,0.004506217,0.002004585,0.00185695,0.001529063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056876,"about_ca_system_score_gemma":0.000711109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004276,"about_ca_topic_score_gemma":0.001924043,"domain_scores_codex":[0.9985254,0.0003612994,0.00007658354,0.0003753975,0.0003344129,0.0003269321],"domain_scores_gemma":[0.9946961,0.002613107,0.0006632099,0.0006511016,0.0005938528,0.0007825897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004198283,0.00001482628,0.0002707439,0.00002461924,0.000006892087,0.00006767357,0.0001630456,0.0005747458,0.0007429381,0.993664,0.001373007,0.00305555],"study_design_scores_gemma":[0.00001506837,0.00001371471,0.0002741742,0.00001990064,0.00000786524,0.00013814,0.0001243782,0.00338204,0.0005136479,0.9905125,0.004985561,0.00001300311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4005845,0.001594278,0.3257975,0.002831181,0.0006030792,0.0001238544,0.0009230416,0.0008536479,0.2666889],"genre_scores_gemma":[0.9515829,0.0004103689,0.02256276,0.0003996041,0.0002480498,0.0001062604,0.0003747046,0.0001639428,0.0241513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01405934,"threshold_uncertainty_score":0.04703319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316884800424201,"score_gpt":0.1890914299761257,"score_spread":0.1759225819718837,"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."}}