{"id":"W6980293333","doi":"","title":"Brian Crombie Radio Hour - Epi 187 - Brian Lewis on Impacts of COVID19 on Economy, Jobs &amp; Public Health","year":2020,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008330593,0.0007584795,0.000360235,0.0009182636,0.002454808,0.002602757,0.0007216676,0.002381525,0.5249961],"category_scores_gemma":[0.00228759,0.0004379344,0.000303836,0.0005438484,0.0004368967,0.001148105,0.001790511,0.002678335,0.2800783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612551,"about_ca_system_score_gemma":0.002742665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05977578,"about_ca_topic_score_gemma":0.1591527,"domain_scores_codex":[0.9994065,0.00004702003,0.00000978291,0.00006152791,0.0003030381,0.0001721469],"domain_scores_gemma":[0.9981364,0.0001554465,0.00006243544,0.00004957809,0.0008098771,0.000786314],"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":[0.00001730897,0.00000556254,0.0000459482,0.00001340414,3.92485e-7,0.00001087481,0.00001028808,0.000005738666,0.00009872118,0.0002617444,0.9945933,0.004936546],"study_design_scores_gemma":[0.000004166136,0.00001252224,0.0003837739,0.00001825459,6.933634e-7,0.00001230608,0.00005675119,0.00001196115,0.00006257503,0.00006192609,0.9993715,0.000003690601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009470792,0.002483011,0.0005469214,0.02795733,0.02044782,0.0002656413,0.004577346,0.001399196,0.9413757],"genre_scores_gemma":[0.001396955,0.0005037456,0.0001122111,0.003388119,0.0006178696,0.00003878432,0.0006407358,0.0001746986,0.9931269],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5249961,"threshold_uncertainty_score":0.6775354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247315870626029,"score_gpt":0.1971851027371756,"score_spread":0.1847119440309153,"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."}}