{"id":"W4233580790","doi":"10.1109/mssc.2021.3088961","title":"[Contributors]","year":2021,"lang":"en","type":"article","venue":"IEEE Solid-State Circuits Magazine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001287892,0.0008490162,0.0005516767,0.002429215,0.002543116,0.005992173,0.001315342,0.002762774,0.3840113],"category_scores_gemma":[0.005008834,0.0003431428,0.0005909794,0.001682363,0.0004742321,0.002376848,0.001968588,0.002664945,0.3577393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001628265,"about_ca_system_score_gemma":0.00390086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007499162,"about_ca_topic_score_gemma":0.03037807,"domain_scores_codex":[0.998516,0.0001226486,0.0000409344,0.0001497404,0.0009981602,0.0001724317],"domain_scores_gemma":[0.99661,0.0001892711,0.0000854936,0.0001798747,0.002243305,0.0006920608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003636209,0.00000410864,0.00002412614,0.00001345873,5.07653e-7,0.000006956383,0.000005767467,0.000006660007,0.00002768717,0.0003827461,0.9863721,0.0131523],"study_design_scores_gemma":[0.000001970348,0.000002996603,0.0001173748,0.00002109361,0.000001104109,0.00001084603,0.00002156051,0.00001255644,0.00003117257,0.000221191,0.9995556,0.000002561201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005919173,0.004583124,0.001526587,0.05145546,0.1636344,0.0002933707,0.00212821,0.001447879,0.7743391],"genre_scores_gemma":[0.0007420413,0.001306265,0.0003227388,0.008394931,0.005289636,0.00004796517,0.0006029531,0.0001926032,0.9831009],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6159887,"threshold_uncertainty_score":0.8786331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184866239304672,"score_gpt":0.2829242154806474,"score_spread":0.2610755530876007,"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."}}