{"id":"W4393185920","doi":"10.1145/3654780.3654788","title":"Guest Column: Structure in Communication Complexity and Constant-Cost Complexity Classes","year":2024,"lang":"en","type":"article","venue":"ACM SIGACT News","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Communication complexity; Constant (computer programming); Column (typography); Computer science; Structural complexity theory; Theoretical computer science; Mathematics; Computational complexity theory; Complexity class; Algorithm; Telecommunications; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001617591,0.0008036033,0.001197448,0.002031204,0.001720575,0.008449832,0.001449314,0.001926218,0.0658062],"category_scores_gemma":[0.01389991,0.000628044,0.0008407043,0.002962739,0.003449533,0.009978368,0.002311876,0.008712237,0.01169902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003300615,"about_ca_system_score_gemma":0.001619255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001660606,"about_ca_topic_score_gemma":0.001394315,"domain_scores_codex":[0.9984371,0.0003353023,0.00007137903,0.0004891946,0.0004548148,0.0002122239],"domain_scores_gemma":[0.9804965,0.01270356,0.001093686,0.00165777,0.002127506,0.001921031],"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":[0.0001850132,0.00006073362,0.001400174,0.0002598732,0.00002873239,0.0000971351,0.0001848529,0.002607021,0.000632062,0.6237206,0.3438712,0.02695255],"study_design_scores_gemma":[0.00004993163,0.00005397106,0.001874287,0.0002536153,0.00003333977,0.0002794674,0.0001799703,0.01449901,0.001533495,0.8513771,0.1297946,0.00007106402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05230857,0.02796792,0.1924372,0.3189347,0.05964383,0.0001189759,0.008357851,0.002551386,0.3376795],"genre_scores_gemma":[0.6748016,0.01961057,0.0417081,0.02561105,0.09034359,0.0004004218,0.005763272,0.002579492,0.1391819],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0658062,"threshold_uncertainty_score":0.2201437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0740858890672719,"score_gpt":0.3144465188398266,"score_spread":0.2403606297725547,"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."}}