{"id":"W2949970207","doi":"","title":"Some New Results on Binary Polynomial Multiplication.","year":2015,"lang":"en","type":"preprint","venue":"IACR Cryptology ePrint Archive","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Multiplication (music); Finite field; Binary number; Mathematics; Multiplication algorithm; Polynomial; Logarithm; Field (mathematics); Binary operation; Arithmetic; Time complexity; Algorithm; Discrete mathematics; Combinatorics; Pure mathematics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008382808,0.0006132526,0.0006842976,0.000712297,0.0002176708,0.0001699162,0.003534904,0.0004885118,0.00001426607],"category_scores_gemma":[0.0003829963,0.0006133022,0.0004308988,0.000272613,0.0004831769,0.0001981402,0.005092654,0.001684725,0.0007935775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001156356,"about_ca_system_score_gemma":0.0007414412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000713807,"about_ca_topic_score_gemma":0.00001670244,"domain_scores_codex":[0.9956359,0.0006355676,0.0007449029,0.001892093,0.0003903532,0.0007011547],"domain_scores_gemma":[0.9948861,0.0008130796,0.0005382675,0.003125476,0.0001181328,0.0005189189],"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":[0.0005833147,0.0002033893,0.0001041747,0.00001896381,0.0001202463,0.00006423797,0.002487295,0.002060907,0.0003882638,0.9329702,0.047591,0.01340801],"study_design_scores_gemma":[0.00124436,0.0003263913,0.002072555,0.00008550969,0.00002527015,0.00003060923,0.00002188897,0.003715634,0.0005055906,0.965902,0.02544591,0.0006242235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03293107,0.0004156389,0.9329616,0.01575066,0.00437702,0.001007084,0.0001935959,0.001070483,0.01129283],"genre_scores_gemma":[0.1536694,0.0002368204,0.8395824,0.002802765,0.002972878,0.0002784709,0.0003004881,0.00009440468,0.00006232487],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1207383,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03608209612606198,"score_gpt":0.2823102171917265,"score_spread":0.2462281210656645,"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."}}