{"id":"W2517059235","doi":"10.1186/s40064-016-3162-9","title":"Chrestenson transform FPGA embedded factorizations","year":2016,"lang":"en","type":"article","venue":"SpringerPlus","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hadamard transform; Computer science; Factorization; Integer (computer science); Discrete Fourier transform (general); Discrete Hartley transform; Arithmetic; Matrix multiplication; Parallel computing; Algorithm; Fractional Fourier transform; Discrete mathematics; Mathematics; Fourier transform; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002577231,0.0001835799,0.000201066,0.0001685513,0.0001099948,0.0001047424,0.0009819508,0.0001107305,0.00003191036],"category_scores_gemma":[0.0000625927,0.0001279072,0.00009772305,0.0003425704,0.00004325869,0.0007106531,0.0001098014,0.00008688874,0.0002502627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000142873,"about_ca_system_score_gemma":0.0000852855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002126781,"about_ca_topic_score_gemma":0.00001377535,"domain_scores_codex":[0.9984876,0.00006007306,0.0003061783,0.0004310425,0.0003274847,0.0003876095],"domain_scores_gemma":[0.9986644,0.0001026874,0.00008836942,0.000903762,0.0001045068,0.0001363184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001226319,0.0001151724,0.001206632,0.00006176564,0.00006540666,0.00006686967,0.002677332,0.000006825963,0.21293,0.3027496,0.005471078,0.4746371],"study_design_scores_gemma":[0.001393415,0.0003566609,0.005223013,0.0004205932,0.00002034276,0.00009242449,0.00004454784,0.001532575,0.8499244,0.04264574,0.09704684,0.001299386],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003786077,0.00007947467,0.9794058,0.001176366,0.0006540218,0.0003320022,0.000004216337,0.001357764,0.01320433],"genre_scores_gemma":[0.9744698,0.00003036609,0.02320503,0.00009225718,0.0001652352,0.00006176281,5.170363e-7,0.00002326777,0.001951753],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9706838,"threshold_uncertainty_score":0.5215905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624943416889525,"score_gpt":0.2463178281006752,"score_spread":0.23006839393178,"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."}}