{"id":"W2556555060","doi":"10.4086/toc.2018.v014a006","title":"","year":2018,"lang":"en","type":"article","venue":"Theory of Computing","topic":"Complexity and Algorithms in Graphs","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Israel Science Foundation","keywords":"Communication complexity; Mathematics; Combinatorics; Omega; Order (exchange); Function (biology); Discrete mathematics; Upper and lower bounds; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001871323,0.000982641,0.001160904,0.0006944113,0.002419899,0.004694895,0.003711718,0.004124366,0.01429957],"category_scores_gemma":[0.01162249,0.0003592054,0.001192874,0.001183782,0.002890375,0.008333949,0.003391832,0.00419278,0.003793632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234127,"about_ca_system_score_gemma":0.001501756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626705,"about_ca_topic_score_gemma":0.001238056,"domain_scores_codex":[0.9969657,0.0009412651,0.0001091108,0.0006967598,0.0006530486,0.0006340471],"domain_scores_gemma":[0.9939935,0.002212349,0.0005538529,0.002284354,0.0005959928,0.0003600208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000454571,0.00004101079,0.0001864482,0.00005833456,0.00001759542,0.0001418634,0.00005304888,0.01090088,0.0004277136,0.9812229,0.003404752,0.003499854],"study_design_scores_gemma":[0.00002641397,0.00003132653,0.00009440532,0.0000207744,0.00002128862,0.0001725396,0.00006879736,0.07014886,0.0006779742,0.9206572,0.008055325,0.0000251174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.051937,0.001119081,0.7944673,0.01109136,0.001517967,0.0002187699,0.0008383755,0.0003187321,0.1384914],"genre_scores_gemma":[0.8803824,0.001708902,0.07534329,0.001794501,0.0008482632,0.0002558302,0.0003411084,0.0001313897,0.03919436],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9857004,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02517525167577186,"score_gpt":0.2648571671221354,"score_spread":0.2396819154463635,"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."}}