{"id":"W4388408461","doi":"10.1109/mspec.2023.10309284","title":"Masthead","year":2023,"lang":"lv","type":"paratext","venue":"IEEE Spectrum","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004506679,0.001387019,0.0008384806,0.002436188,0.001874551,0.005304375,0.0013396,0.002375303,0.9084885],"category_scores_gemma":[0.002176181,0.0006829785,0.0005595376,0.001951921,0.0004660577,0.002713772,0.002390715,0.001687611,0.8801012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008993684,"about_ca_system_score_gemma":0.0008546883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003329547,"about_ca_topic_score_gemma":0.007726876,"domain_scores_codex":[0.9995793,0.00004541615,0.00001319305,0.0000969695,0.0002087374,0.00005633464],"domain_scores_gemma":[0.9988537,0.0002140776,0.0000473055,0.0001846588,0.0003938641,0.0003064086],"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":[0.00002892039,0.00002446986,0.0000443294,0.00003717792,0.000001645412,0.00003491381,0.00001962129,0.00007325541,0.0004753991,0.002984523,0.9208465,0.07542914],"study_design_scores_gemma":[0.00001105447,0.00002345497,0.0001750214,0.00004417125,0.000002959372,0.00006498174,0.00002847883,0.0003363118,0.0003884393,0.002323703,0.9965917,0.000009661871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002631948,0.0001877413,0.002307088,0.0004578921,0.0006107761,0.00005620311,0.001479115,0.004970973,0.9896669],"genre_scores_gemma":[0.0006800081,0.00008292362,0.000214926,0.0001458789,0.00009715737,0.00001165366,0.0004429693,0.0006550591,0.9976693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09151155,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700808022000364,"score_gpt":0.2969142338638645,"score_spread":0.2599061536438609,"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."}}