{"id":"W7052822885","doi":"","title":"Structured sparsity and precision matrix estimation","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Graphical model; Estimator; Gaussian; Multivariate statistics; Norm (philosophy); Random variable; Graphical display; Maximum likelihood","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":[0.003643308,0.0008895798,0.001364196,0.001498888,0.0005426648,0.00210184,0.001770732,0.001690844,0.002513371],"category_scores_gemma":[0.030119,0.0008145024,0.0009434749,0.001706466,0.002070918,0.003489809,0.002786472,0.002479601,0.0007731554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006705003,"about_ca_system_score_gemma":0.001070227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033357,"about_ca_topic_score_gemma":0.002390688,"domain_scores_codex":[0.9970118,0.001218836,0.0001056118,0.0008496902,0.0006114214,0.0002026861],"domain_scores_gemma":[0.9817116,0.01301259,0.001682328,0.002031916,0.001248096,0.0003134175],"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":[0.0001901613,0.00009842525,0.006663343,0.000420958,0.0002955455,0.000244884,0.0004742188,0.3130831,0.006123974,0.4487984,0.007166253,0.2164407],"study_design_scores_gemma":[0.00001991121,0.00005608607,0.00115044,0.00005012787,0.0000261384,0.00009315841,0.00004263582,0.7205676,0.001352669,0.2739286,0.00268266,0.00002988936],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004892418,0.0001363984,0.9938377,0.0002679265,0.00001908337,0.00001374782,0.00009155502,0.00009055433,0.0006506243],"genre_scores_gemma":[0.4037591,0.001284717,0.5860667,0.0006286338,0.0006141178,0.0002900234,0.001492774,0.0002418739,0.005622002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003643308,"threshold_uncertainty_score":0.01926786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007385569057360921,"score_gpt":0.2270224700480833,"score_spread":0.2196369009907224,"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."}}