{"id":"W2964243333","doi":"10.1002/jgt.22414","title":"Generating Near-Bipartite Bricks","year":2016,"lang":"","type":"article","venue":"ArXiv.org","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bipartite graph; Brick; Mathematics; Simple (philosophy); Combinatorics; Complete bipartite graph; Object (grammar); Class (philosophy); Graph; Discrete mathematics; Computer science; Archaeology; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003722129,0.000391944,0.0003631036,0.0006968032,0.0007172867,0.0005454417,0.0008582232,0.0007204991,0.01044106],"category_scores_gemma":[0.001874179,0.0005564064,0.0006099938,0.0004757021,0.0007778847,0.001021927,0.002563031,0.0007218251,0.001761486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004865336,"about_ca_system_score_gemma":0.0003076662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005620704,"about_ca_topic_score_gemma":0.001465964,"domain_scores_codex":[0.9995159,0.000140611,0.00001561737,0.0001016028,0.0001371484,0.00008919157],"domain_scores_gemma":[0.9993532,0.0002141908,0.00006449085,0.0001822065,0.0001119671,0.00007398228],"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":[0.0002380661,0.0001364777,0.00186543,0.000337961,0.00005094088,0.0005653363,0.0008595176,0.04732191,0.04319804,0.8118879,0.01180844,0.08173008],"study_design_scores_gemma":[0.0001301049,0.0002429956,0.001359208,0.0001274732,0.00005485749,0.0006799039,0.0005692185,0.2597519,0.02940512,0.6535484,0.05406514,0.00006555239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2917432,0.0004412021,0.6330923,0.0006531006,0.0002542253,0.0002899283,0.0006107093,0.001254702,0.07166059],"genre_scores_gemma":[0.7488638,0.0002994063,0.2193755,0.0003245305,0.00004183246,0.0003472131,0.001240026,0.0004456375,0.02906194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01044106,"threshold_uncertainty_score":0.03492886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128088321676479,"score_gpt":0.2131548500898415,"score_spread":0.1918739668730767,"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."}}