{"id":"W7045838062","doi":"","title":"Coarse discourse during COVID","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Harassment; Coronavirus disease 2019 (COVID-19); Tone (literature); Government (linguistics); Echo (communications protocol)","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":[],"consensus_categories":[],"category_scores_codex":[0.004040332,0.0005674576,0.000455048,0.001869239,0.02208793,0.01723372,0.001101681,0.005411662,0.08099389],"category_scores_gemma":[0.01410467,0.0004451151,0.0002573885,0.002691728,0.006967807,0.01176278,0.01162353,0.006307992,0.01464489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00877986,"about_ca_system_score_gemma":0.005092829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04259178,"about_ca_topic_score_gemma":0.05882969,"domain_scores_codex":[0.9950783,0.001881717,0.0001684157,0.0004074003,0.001302817,0.001161279],"domain_scores_gemma":[0.9940894,0.003068171,0.000278126,0.0004267221,0.00107327,0.001064395],"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":[0.0000361634,0.00002234248,0.0004843236,0.00009683894,0.000003026091,0.0005214625,0.1221305,0.00003155871,0.0003043683,0.1965034,0.6535814,0.02628468],"study_design_scores_gemma":[0.000002330865,0.000004508183,0.0003199709,0.0001422365,0.000001198102,0.00005537927,0.03534455,0.00002398232,0.0001381083,0.003705836,0.9602552,0.00000675588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01010152,0.003162138,0.0005971019,0.0583785,0.002652867,0.000030385,0.0002514498,0.0001552293,0.9246708],"genre_scores_gemma":[0.212495,0.002004472,0.0002507391,0.02463303,0.001381376,0.00006243276,0.0003630168,0.0005705611,0.7582393],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08099389,"threshold_uncertainty_score":0.2709516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00667474693483916,"score_gpt":0.2056042617541994,"score_spread":0.1989295148193603,"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."}}