{"id":"W4290725150","doi":"10.1109/mspec.2022.9852416","title":"Masthead","year":2022,"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; 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":[],"category_scores_codex":[0.0004538871,0.001350849,0.0008180657,0.00243453,0.001836845,0.005163566,0.001349272,0.002307531,0.9080637],"category_scores_gemma":[0.002268847,0.0006804703,0.0005368494,0.001961208,0.0004567365,0.002749601,0.002372807,0.001599067,0.875329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009023804,"about_ca_system_score_gemma":0.0008079816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003339984,"about_ca_topic_score_gemma":0.007471636,"domain_scores_codex":[0.9995747,0.00004627938,0.0000131481,0.00009611732,0.0002136809,0.00005615265],"domain_scores_gemma":[0.9988457,0.0002253766,0.00004712618,0.0001924958,0.0003926418,0.0002965366],"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":[0.00002834133,0.00002397068,0.00004423201,0.00003713444,0.000001567198,0.00003388622,0.00002065401,0.00007271784,0.0004887509,0.003200696,0.921218,0.07483009],"study_design_scores_gemma":[0.00001031138,0.0000213663,0.0001678088,0.00004171483,0.0000027693,0.00006421172,0.00002813977,0.0003279643,0.0004107226,0.002344562,0.9965709,0.000009474091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002656252,0.0001788499,0.002428335,0.0004537003,0.0005671379,0.0000548795,0.001595545,0.005528372,0.9889275],"genre_scores_gemma":[0.0007416531,0.00008311818,0.0002471618,0.0001564458,0.00009801114,0.00001208673,0.0005096111,0.0007726021,0.9973793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09193629,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346748400050751,"score_gpt":0.2744532022292995,"score_spread":0.250985718228792,"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."}}