{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002310339,0.0006228918,0.0002799367,0.0004280289,0.000288828,0.0006665247,0.000310641,0.0003267094,0.005860097],"category_scores_gemma":[0.0004191434,0.000234287,0.0005100143,0.0003524064,0.0003181773,0.0006984323,0.0004971284,0.0005545666,0.001194524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004534521,"about_ca_system_score_gemma":0.0003723696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006035935,"about_ca_topic_score_gemma":0.0007887385,"domain_scores_codex":[0.999767,0.00004145236,0.000009376596,0.00004397093,0.00009794594,0.00004018659],"domain_scores_gemma":[0.9998467,0.00003314205,0.00001697613,0.00002644982,0.00006260491,0.00001423919],"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":[0.0006213152,0.0001666786,0.001079716,0.0002159352,0.00006154265,0.000887976,0.0002994495,0.2335215,0.2535624,0.3642938,0.004007522,0.1412822],"study_design_scores_gemma":[0.00003294254,0.0001992851,0.0002991344,0.00002319737,0.00003070568,0.0002941456,0.00005616786,0.8821123,0.05528223,0.05169048,0.009960484,0.00001899564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04570118,0.0001128911,0.9409227,0.00005527591,0.00005556088,0.0000488499,0.0000774365,0.0003160257,0.01271012],"genre_scores_gemma":[0.7307756,0.0003190898,0.2559856,0.00007523782,0.00007192324,0.0001224031,0.000311736,0.0001104842,0.01222793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005860097,"threshold_uncertainty_score":0.01960397,"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."}}