{"id":"W1558974145","doi":"10.37236/131","title":"Near Threshold Graphs","year":2009,"lang":"en","type":"article","venue":"The Electronic Journal of Combinatorics","topic":"Graph theory and applications","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Combinatorics; Mathematics; Conjecture; Constructive; Lambda; Graph; Characterization (materials science); Degree (music); Discrete mathematics; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001227419,0.0001110992,0.0001984851,0.00005836383,0.0002331582,0.00003864693,0.0005539714,0.00004960561,0.00001565106],"category_scores_gemma":[0.00008281355,0.00007093578,0.0001710791,0.0004342896,0.00006548051,0.00009196839,0.00001424619,0.0006445088,0.000007241411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006668478,"about_ca_system_score_gemma":0.000151681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.88711e-7,"about_ca_topic_score_gemma":4.916558e-7,"domain_scores_codex":[0.9988883,0.00006839046,0.0003427542,0.00006654578,0.0002747533,0.0003592911],"domain_scores_gemma":[0.998937,0.0002215776,0.0003231821,0.0003137494,0.0001466987,0.00005777898],"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":[0.00002327702,0.0001798619,0.000032538,0.000002458287,0.00003804367,0.000001929025,0.0001722795,0.000007448667,0.0002226571,0.9975253,0.001526432,0.0002677376],"study_design_scores_gemma":[0.0003888084,0.0003925025,0.000118966,0.0000114522,0.00007362638,0.0001316977,0.00005729979,0.00002189046,0.0008429455,0.9937681,0.004113662,0.00007907602],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878594,0.001559611,0.003078151,0.003078107,0.000139947,0.0001397483,4.379955e-7,0.0000311334,0.0041135],"genre_scores_gemma":[0.9992415,0.0002573701,0.0000529194,0.0001735474,0.00004421997,0.000001501029,1.988856e-7,0.0000108431,0.0002179232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01138211,"threshold_uncertainty_score":0.2892677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706387954505274,"score_gpt":0.28428539930241,"score_spread":0.2672215197573573,"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."}}