{"id":"W2475557115","doi":"10.82308/53758","title":"Circuits, communication and polynomials","year":2008,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Complexity and Algorithms in Graphs","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Constant (computer programming); Boolean function; Electronic circuit; Boolean circuit; Mathematics; Computation; Function (biology); Computer science; Topology (electrical circuits); Discrete mathematics; Algorithm; Combinatorics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007591523,0.0002964156,0.0003370479,0.0002312376,0.002107077,0.0001213264,0.001594014,0.0001636341,0.00004207356],"category_scores_gemma":[0.0002193376,0.0003208165,0.0001281271,0.0006528004,0.000253963,0.001549536,0.0009778471,0.0005713251,0.0001248979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267835,"about_ca_system_score_gemma":0.00002729184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001994539,"about_ca_topic_score_gemma":0.00006002261,"domain_scores_codex":[0.9976037,0.0003474548,0.000460344,0.0006717127,0.0004310976,0.0004857605],"domain_scores_gemma":[0.997619,0.000334042,0.0001861729,0.001433679,0.0001474443,0.0002795995],"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":[0.000004236767,0.0001056575,0.000120673,0.0000147757,0.0000325764,0.00003397783,0.00001819668,0.000005694337,0.005664659,0.7659675,0.00001801216,0.228014],"study_design_scores_gemma":[0.002623055,0.0003497424,0.02241011,0.0001943627,0.00004910868,0.001585007,0.00007243746,0.002768785,0.06532757,0.6526816,0.2498568,0.00208134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479352,0.001111941,0.000281391,0.0003361305,0.0005181604,0.000422471,0.000129304,0.0007376437,0.04852775],"genre_scores_gemma":[0.9799902,0.0006549919,0.01813875,0.000722423,0.0000220139,0.00002812369,0.000009597696,0.00002708267,0.0004068319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2498388,"threshold_uncertainty_score":0.9999244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03488659745483522,"score_gpt":0.2318259781760189,"score_spread":0.1969393807211837,"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."}}