{"id":"W6947838090","doi":"10.4224/8894882","title":"Hardware selection recommendations for the NRC Segment Wave Generator Control System","year":2005,"lang":"en","type":"report","venue":"NPARC","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software; Control system; VMEbus; Generator (circuit theory); Control (management); Selection (genetic algorithm); Digital control; Hardware architecture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002798897,0.001399772,0.0008414432,0.002972346,0.0009609396,0.001170238,0.002075363,0.001131513,0.05184953],"category_scores_gemma":[0.005413772,0.0007259605,0.0005539411,0.001016802,0.0002972398,0.001391958,0.0006918325,0.001143521,0.02488104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007935037,"about_ca_system_score_gemma":0.001190054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00283533,"about_ca_topic_score_gemma":0.004552493,"domain_scores_codex":[0.9979275,0.0003720885,0.0002513759,0.0001640701,0.001061219,0.0002236031],"domain_scores_gemma":[0.9950573,0.0007154348,0.0002327306,0.0004370865,0.003328997,0.0002283951],"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":[0.001344063,0.0002916666,0.005036443,0.001789349,0.00005260348,0.0009303152,0.0003909677,0.005189599,0.1086452,0.008451381,0.3923199,0.4755585],"study_design_scores_gemma":[0.0004039272,0.0009845765,0.01037707,0.0007127986,0.0001537328,0.001129833,0.0003812395,0.0108038,0.07702565,0.002326831,0.8955517,0.0001487063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.06435631,0.009112052,0.615181,0.009052393,0.004362827,0.007977323,0.009133467,0.04388278,0.2369419],"genre_scores_gemma":[0.1468525,0.006445296,0.6299986,0.003660206,0.0009893113,0.005109604,0.02171342,0.00534372,0.1798873],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05184953,"threshold_uncertainty_score":0.1734539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03862585617229444,"score_gpt":0.2687853789454642,"score_spread":0.2301595227731697,"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."}}