{"id":"W2048775750","doi":"10.1007/s11083-014-9340-x","title":"Generalized Laminar Families and Certain Forbidden Matrices","year":2014,"lang":"en","type":"article","venue":"Order","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Laminar flow; Mathematics; Disjoint sets; Combinatorics; Discrete mathematics; Physics; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001050703,0.00007692533,0.00009751445,0.00004323423,0.00003773872,0.00002407227,0.00005326687,0.00004253452,0.0000520127],"category_scores_gemma":[0.000009111882,0.00006665075,0.00001704728,0.0000890823,0.00001743995,0.0000528819,0.00001044375,0.00003717085,0.00004924785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003443712,"about_ca_system_score_gemma":0.00000135736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002055967,"about_ca_topic_score_gemma":0.00001645447,"domain_scores_codex":[0.9996551,0.00002667756,0.0000781318,0.00007552945,0.00004665575,0.0001179341],"domain_scores_gemma":[0.9998167,0.00002847425,0.000009212832,0.0001053175,0.00001095999,0.00002938769],"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":[0.0001016213,0.00009746798,0.03976196,0.002330853,0.0005641895,0.0000277391,0.01128793,0.01353242,0.08237176,0.5874463,0.05053727,0.2119404],"study_design_scores_gemma":[0.001782321,0.0001120449,0.009346787,0.00008912235,0.00006690301,0.0000414362,0.001377131,0.07985232,0.004835274,0.02117014,0.8804153,0.0009111784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792916,0.0009132853,0.001663728,0.00002996659,0.0001887886,0.00006093398,0.000001825028,0.0001592556,0.01769062],"genre_scores_gemma":[0.9982329,0.0001126916,0.0005335641,0.00003195829,0.00007440332,0.00001192035,0.000002606049,0.00001649976,0.000983433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8298781,"threshold_uncertainty_score":0.2717939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004958774077755051,"score_gpt":0.1872343444408253,"score_spread":0.1822755703630702,"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."}}