{"id":"W6948713396","doi":"10.5281/zenodo.10542085","title":"QC.Uncertainty_COVID. Quebec COVID-19 Press Conferences: Uncertainty Analysis, Codes, and Textual Data Repository","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Demotion","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":[0.00579225,0.002559073,0.001884919,0.009071924,0.004570761,0.008646806,0.00412021,0.002586979,0.5330685],"category_scores_gemma":[0.02857907,0.001756044,0.001584171,0.01143435,0.001611894,0.003562063,0.002642959,0.002813274,0.2276672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02146691,"about_ca_system_score_gemma":0.03315338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8115725,"about_ca_topic_score_gemma":0.7457031,"domain_scores_codex":[0.9944345,0.0005273721,0.0002908768,0.0008169582,0.003476905,0.0004533158],"domain_scores_gemma":[0.9744117,0.004905492,0.0007720663,0.002945086,0.01600656,0.000959044],"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":[0.00008113873,0.00001410181,0.0004794303,0.0002864553,0.00002403934,0.00002535866,0.00009234707,0.001020147,0.00031781,0.009459198,0.9673361,0.02086386],"study_design_scores_gemma":[0.00005991889,0.000009508705,0.001891789,0.0002310444,0.00002005792,0.00003191885,0.00008456642,0.005205802,0.002207819,0.007679041,0.9824634,0.0001152122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0005214202,0.0002676485,0.015905,0.001379681,0.0002796727,0.0001389557,0.883408,0.02993962,0.06815999],"genre_scores_gemma":[0.01883887,0.0006460725,0.03373075,0.0007402025,0.0002038854,0.0006570322,0.7725375,0.04212699,0.1305187],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5330685,"threshold_uncertainty_score":0.666021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886626188231691,"score_gpt":0.3029141675411155,"score_spread":0.2640479056587986,"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."}}