{"id":"W2000383438","doi":"10.1145/1123008.1123051","title":"Net cluster","year":2006,"lang":"en","type":"article","venue":"","topic":"VLSI and FPGA Design Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cluster analysis; Benchmark (surveying); Computer science; Digital electronics; Reduction (mathematics); Cluster (spacecraft); Algorithm; Suite; Electronic circuit; Logic gate; Computer engineering; Mathematics; Artificial intelligence; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002832729,0.0005844385,0.0004137529,0.001181632,0.0008920413,0.001355515,0.001417418,0.0004980457,0.01939109],"category_scores_gemma":[0.0009658239,0.0002721567,0.0006104829,0.001174123,0.0003064075,0.00105848,0.001218317,0.0005329177,0.006193603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009396287,"about_ca_system_score_gemma":0.001436161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003283508,"about_ca_topic_score_gemma":0.007183405,"domain_scores_codex":[0.9996065,0.0000306189,0.00002288426,0.0001143388,0.0001697589,0.00005588566],"domain_scores_gemma":[0.9996031,0.0000586531,0.0000331543,0.0001289269,0.0001456844,0.0000304436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005749806,0.0001443483,0.002174979,0.0005700411,0.0001135305,0.0001678918,0.00018953,0.07532856,0.02326642,0.08649319,0.09424774,0.7167289],"study_design_scores_gemma":[0.0001453897,0.000337695,0.002241934,0.00008538105,0.0001012062,0.0007380561,0.0002012762,0.4319607,0.05776617,0.05486857,0.4514705,0.00008311813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04196657,0.001159723,0.8608911,0.0005859286,0.0004571528,0.0007649824,0.00393356,0.02133512,0.0689059],"genre_scores_gemma":[0.2078752,0.0009998219,0.6828623,0.000491309,0.0001145841,0.0007720207,0.01496458,0.001770562,0.09014969],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01939109,"threshold_uncertainty_score":0.06486964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003457040795595352,"score_gpt":0.1679895276669399,"score_spread":0.1645324868713446,"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."}}