{"id":"W2280059905","doi":"10.4086/toc.2015.v011a001","title":"","year":2015,"lang":"en","type":"article","venue":"Theory of Computing","topic":"Complexity and Algorithms in Graphs","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Combinatorics; Independent and identically distributed random variables; Completeness (order theory); Discrete mathematics; Bounded function; Distribution (mathematics); Pairwise independence; Pairwise comparison; Joint probability distribution; Uncorrelated; Independence (probability theory); Random variable; Mathematical analysis; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.004707155,0.0002084933,0.0003919576,0.0002297112,0.0001977094,0.0001034338,0.002557541,0.00005191923,0.000001163673],"category_scores_gemma":[0.0003326391,0.0002036438,0.0001448574,0.000896598,0.0002881207,0.000627015,0.001391221,0.0002097297,0.000003850013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002969872,"about_ca_system_score_gemma":0.000118459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002210496,"about_ca_topic_score_gemma":0.000001403109,"domain_scores_codex":[0.9973903,0.0005542217,0.0005641436,0.0004422568,0.0005668857,0.0004822371],"domain_scores_gemma":[0.9972227,0.0009022918,0.0003112035,0.0009766058,0.0003189677,0.0002682947],"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":[0.0000227843,0.00008723854,0.0007076499,0.00001252806,0.00002196613,0.00001035977,0.01028565,0.003613397,0.0002361571,0.8537803,0.00001893302,0.1312031],"study_design_scores_gemma":[0.0008256616,0.000229211,0.003593709,0.00006040636,0.000005320105,0.00006144495,0.0008626531,0.2114103,0.005142434,0.7775012,0.00006669906,0.0002410122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4035593,0.0001311777,0.5945212,0.0002016491,0.0003642551,0.00007698518,3.879667e-7,0.0002517801,0.0008932578],"genre_scores_gemma":[0.7603257,8.072084e-7,0.2393551,0.000211418,0.00008960124,8.270486e-7,4.974881e-7,0.000006731977,0.000009231105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3567664,"threshold_uncertainty_score":0.8304351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06171816415099145,"score_gpt":0.2740674192927928,"score_spread":0.2123492551418013,"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."}}