{"id":"W2584903853","doi":"","title":"Bipartite grammar-based representations of large sparse binary matrices: Framework and transforms","year":2016,"lang":"en","type":"article","venue":"International Symposium on Information Theory and its Applications","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Terminal and nonterminal symbols; Bipartite graph; Logical matrix; Binary number; Matrix (chemical analysis); Combinatorics; Mathematics; Algorithm; Context (archaeology); Discrete mathematics; Graph; Computer science; Rule-based machine translation; Arithmetic; Artificial intelligence","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":[0.0006046745,0.0005597595,0.0004981889,0.001171878,0.0004008386,0.001066119,0.00092528,0.0008741632,0.00351902],"category_scores_gemma":[0.002944478,0.0003083925,0.0006913511,0.001591539,0.001197394,0.00204156,0.001180105,0.001149246,0.001395184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005179173,"about_ca_system_score_gemma":0.0009276541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244922,"about_ca_topic_score_gemma":0.002045873,"domain_scores_codex":[0.9992768,0.0002230376,0.0000459759,0.0001323069,0.000247404,0.00007449237],"domain_scores_gemma":[0.9991267,0.0003396721,0.00009278717,0.0001999358,0.0001867034,0.00005408502],"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":[0.00013708,0.00008387271,0.0005498653,0.000148595,0.00002359711,0.0004635535,0.000439609,0.1610084,0.02156121,0.6274144,0.005388534,0.1827812],"study_design_scores_gemma":[0.00002199526,0.00005860074,0.000148306,0.00002541947,0.00001052803,0.0002268988,0.00009543595,0.6818277,0.005914857,0.3016344,0.01000402,0.00003186094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008164554,0.0001150258,0.9887194,0.000121133,0.00004195525,0.0000387478,0.000163812,0.0005200398,0.002115238],"genre_scores_gemma":[0.2489327,0.000508799,0.7421975,0.0003032647,0.0001226654,0.0003569554,0.001243373,0.0005542581,0.005780583],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00351902,"threshold_uncertainty_score":0.01177233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00808969763943832,"score_gpt":0.2682132733975769,"score_spread":0.2601235757581386,"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."}}