{"id":"W2791301386","doi":"","title":"Zigzag form over families of parametric matrices","year":2014,"lang":"en","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Zigzag; Mathematics; Parametric statistics; Combinatorics; Business; Geometry; Statistics","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":[0.0006172862,0.0001358067,0.0002216514,0.000469262,0.0001069354,0.00009028063,0.0009149535,0.0001143018,0.00006821122],"category_scores_gemma":[0.00009799866,0.0001351476,0.0001160801,0.001140896,0.0001218229,0.0005765836,0.0002265375,0.0001342691,0.00004520945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003940462,"about_ca_system_score_gemma":0.00005491966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001424909,"about_ca_topic_score_gemma":0.000007730656,"domain_scores_codex":[0.9988798,0.0001848517,0.0001444229,0.0002589172,0.0002496779,0.0002822919],"domain_scores_gemma":[0.9985304,0.0007140055,0.0001474174,0.0004566104,0.00004670476,0.0001048794],"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":[0.00001985592,0.00008440192,0.002187207,0.00005581237,0.00003458603,0.00002251704,0.001438086,0.0001869641,0.0003265924,0.8988069,0.001337006,0.09550004],"study_design_scores_gemma":[0.004432136,0.0007924754,0.1216235,0.000127833,0.0001370804,0.00007975209,0.001218039,0.2616337,0.008000026,0.3847438,0.2156506,0.001560965],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6298585,0.0002079664,0.3000006,0.0001704868,0.0003065841,0.0001373798,0.000009883041,0.0001937952,0.06911478],"genre_scores_gemma":[0.9812383,0.00009891421,0.01791725,0.0001136705,0.00006983284,0.000001647587,0.000002258923,0.000008711652,0.0005493859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5140631,"threshold_uncertainty_score":0.551116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0059068530379861,"score_gpt":0.223993173030403,"score_spread":0.2180863199924169,"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."}}