{"id":"W7095749963","doi":"","title":"CASCADE DECOMPOSITION WITH CANONICAL SCATTERING POLYNOMIALS","year":2008,"lang":"en","type":"article","venue":"","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cascade; Realization (probability); Lossless compression; Product (mathematics); Matrix (chemical analysis); Degree (music); Transfer (computing); Canonical form; Decomposition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001951212,0.0000785457,0.00008023882,0.00009343705,0.00005718888,0.000005221677,0.00005949591,0.00006364851,0.00003354172],"category_scores_gemma":[0.000002354167,0.0000701963,0.00001299955,0.0001785501,0.00003688306,0.00005719394,0.000007872452,0.0001202248,0.00003429536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003714808,"about_ca_system_score_gemma":0.000009431427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000182308,"about_ca_topic_score_gemma":0.00001626528,"domain_scores_codex":[0.9996341,0.000001696016,0.00009867825,0.00007410298,0.0000461848,0.0001452045],"domain_scores_gemma":[0.9998166,0.00001216404,0.000005829118,0.0001256491,0.00001275762,0.00002697971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001647266,0.00008907021,0.01543135,0.00009877563,0.0003555063,0.0002912458,0.0003532124,0.3310174,0.6081794,0.01859032,0.01998337,0.005593847],"study_design_scores_gemma":[0.001644058,0.0002116964,0.08366077,0.0001175203,0.0000473407,0.004351338,0.00007004455,0.06462327,0.8266874,0.0001398424,0.01706954,0.001377177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434701,0.00004136817,0.04611528,0.0001936955,0.00007673643,0.00004382586,0.00000179475,0.001355742,0.008701485],"genre_scores_gemma":[0.9906346,0.00001379571,0.009112356,0.00003777658,0.00003623317,0.00001518819,0.00000517407,0.00001968245,0.0001251797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2663942,"threshold_uncertainty_score":0.2862522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00869322750110214,"score_gpt":0.2099342318680579,"score_spread":0.2012410043669558,"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."}}