{"id":"W4232962218","doi":"10.1109/mssc.2020.2993189","title":"[Contributors]","year":2020,"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 Calgary","funders":"","keywords":"Materials 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004718594,0.0006383591,0.0008258927,0.0002091036,0.0001983308,0.0002039204,0.0007934615,0.000157226,0.001069794],"category_scores_gemma":[0.0005256361,0.0006702006,0.0002809158,0.001456127,0.0002210563,0.0005656176,0.000114529,0.0005985428,0.1132939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268951,"about_ca_system_score_gemma":0.000217041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001430536,"about_ca_topic_score_gemma":0.00003316731,"domain_scores_codex":[0.9955829,0.0002058388,0.0008655724,0.001058864,0.0008528727,0.001433933],"domain_scores_gemma":[0.9972408,0.0001379369,0.0003433445,0.0007455288,0.0004371091,0.001095242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000118966,0.000225461,0.001949066,0.0001266164,0.0002488372,0.0007420712,0.002121808,0.002158243,0.708997,0.0003954959,0.2739655,0.008950933],"study_design_scores_gemma":[0.009259447,0.000826877,0.0164759,0.0001186496,0.0003052292,0.0001694806,0.0001096878,0.009145764,0.1612827,0.002702653,0.796614,0.002989568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8821707,0.001001044,0.01165241,0.007214413,0.003151894,0.002577764,0.004195752,0.005826132,0.08220991],"genre_scores_gemma":[0.9921457,0.00004076228,0.00005693986,0.003680376,0.001015478,0.00005195595,0.0001478641,0.0003572501,0.00250363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5477143,"threshold_uncertainty_score":0.9998434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03479895651316357,"score_gpt":0.2767735730893148,"score_spread":0.2419746165761513,"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."}}