{"id":"W4406262031","doi":"10.1109/qce60285.2024.00027","title":"Mostly Harmless Methods for QSP-Processing with Laurent Polynomials","year":2024,"lang":"en","type":"article","venue":"","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laurent polynomial; Computer science; Algebra over a field; Programming language; Algorithm; Mathematics; Theoretical computer science; Pure mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0009685521,0.0007077385,0.000451996,0.0005435062,0.000750927,0.001267297,0.001078356,0.0008939706,0.007001958],"category_scores_gemma":[0.004200662,0.0003132922,0.0005605753,0.000488223,0.001810065,0.002076633,0.001430755,0.00260118,0.00223954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005580615,"about_ca_system_score_gemma":0.0006530057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003012352,"about_ca_topic_score_gemma":0.0004346601,"domain_scores_codex":[0.9992136,0.000184409,0.00003265864,0.0000965925,0.0004177357,0.00005498628],"domain_scores_gemma":[0.9990616,0.0003920293,0.00007214564,0.0003112843,0.0001343718,0.00002857853],"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":[0.00008584834,0.00004883139,0.0001667392,0.0001955572,0.00002021242,0.00005630517,0.000192431,0.03005759,0.01802631,0.8671961,0.003056067,0.08089797],"study_design_scores_gemma":[0.00004595864,0.00009698725,0.0001097575,0.0000914902,0.00001537835,0.0001586829,0.0000493178,0.407386,0.03049028,0.5334033,0.02810508,0.00004773317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004638209,0.0002682928,0.9846748,0.0003328664,0.000101289,0.00004778944,0.00004529769,0.0004419321,0.009449591],"genre_scores_gemma":[0.1943743,0.0008425331,0.7912894,0.0004503433,0.0001734907,0.0002017424,0.0001371208,0.0006852235,0.01184579],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007001958,"threshold_uncertainty_score":0.02342391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698943538839566,"score_gpt":0.3160308284733122,"score_spread":0.2990413930849165,"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."}}