{"id":"W7055082150","doi":"","title":"2020-07-19 - BTWRLM379 - Fakexperts Maskuerade","year":2020,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Guard (computer science); Task force; Mandate; 2019-20 coronavirus outbreak; Coronavirus; Isolation (microbiology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.00006219642,0.001071711,0.0009067255,0.0004050397,0.00003106215,0.0001895531,0.00158171,0.0002746441,0.02277265],"category_scores_gemma":[0.0000358479,0.001066135,0.0004986729,0.0001836601,0.0002873151,0.00008548342,0.000532321,0.00113797,0.01333539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008724006,"about_ca_system_score_gemma":0.00006379625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003740681,"about_ca_topic_score_gemma":0.003475217,"domain_scores_codex":[0.9967446,0.0001483769,0.0007174497,0.001115366,0.0004353073,0.0008388738],"domain_scores_gemma":[0.997929,0.0002238719,0.0001955851,0.0009211996,0.00001225287,0.0007180872],"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":[0.00004107886,0.00006717804,0.00004286593,0.0002836146,0.0005720162,0.0002168235,0.002026086,0.0000810001,0.001155586,0.002456049,0.9927192,0.0003385088],"study_design_scores_gemma":[0.0005866121,0.0001061248,0.00005766732,0.0005668261,0.00008891664,0.00007570978,0.00004408669,0.0157785,0.0007551382,0.001331,0.9795408,0.001068617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006246512,0.000974082,0.05409563,0.0004242885,0.001011914,0.001025521,0.001941755,0.002448418,0.9380159],"genre_scores_gemma":[0.007637183,0.0007386296,0.005851865,0.0008536467,0.001722265,0.0003977201,0.001888766,0.001507141,0.9794028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04824376,"threshold_uncertainty_score":0.9991789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126175686571844,"score_gpt":0.2218901723756622,"score_spread":0.2092726037184779,"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."}}