{"id":"W2010982041","doi":"10.1155/2011/356137","title":"New Considerations for Spectral Classification of Boolean Switching Functions","year":2011,"lang":"en","type":"article","venue":"VLSI design","topic":"Receptor Mechanisms and Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Boolean function; Computer science; Algorithm; Theoretical computer science; Data mining","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005063548,0.001004173,0.000929191,0.00265682,0.002373266,0.004683423,0.002097322,0.002468107,0.01342739],"category_scores_gemma":[0.01689859,0.0007408102,0.001459849,0.001592219,0.004608336,0.01369444,0.002060291,0.005013765,0.003249423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002069589,"about_ca_system_score_gemma":0.000899779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007133635,"about_ca_topic_score_gemma":0.0009399698,"domain_scores_codex":[0.9948151,0.001736157,0.0004155587,0.0006616043,0.00203386,0.0003377659],"domain_scores_gemma":[0.9887972,0.007228346,0.0003490816,0.001310898,0.002006611,0.0003078765],"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":[0.00002902162,0.00002156167,0.0001006628,0.00005291728,0.000004447774,0.00003776969,0.00008020036,0.002173327,0.0009105616,0.968557,0.003503813,0.02452872],"study_design_scores_gemma":[0.00001040548,0.00002914167,0.00007774722,0.00004575237,0.000006221204,0.0001038815,0.00006617655,0.02668633,0.001003537,0.9533598,0.01858576,0.0000252494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01101023,0.001244045,0.9351936,0.005679857,0.001391562,0.00006126799,0.00009502631,0.0003759396,0.04494851],"genre_scores_gemma":[0.3743322,0.003916605,0.5794139,0.005405584,0.007831267,0.0005547763,0.000395016,0.0008861049,0.02726461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01342739,"threshold_uncertainty_score":0.04491907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09276390712383112,"score_gpt":0.2612648810044704,"score_spread":0.1685009738806393,"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."}}