{"id":"W6962627297","doi":"10.17605/osf.io/wxqcm","title":"Cumulative Risk and Well-being During COVID 19","year":2022,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Series (stratigraphy); Time series; Data collection","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003479814,0.0005033795,0.0006088028,0.0009519657,0.002610658,0.001624907,0.005356785,0.0003151269,0.0601115],"category_scores_gemma":[0.004344426,0.000496323,0.00006737321,0.003748132,0.002225442,0.0006632387,0.007254261,0.001709055,0.003730745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009854871,"about_ca_system_score_gemma":0.0009840842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003412287,"about_ca_topic_score_gemma":0.0002362771,"domain_scores_codex":[0.994803,0.0003445274,0.0003279251,0.001987088,0.001586038,0.0009514882],"domain_scores_gemma":[0.9961764,0.0003872474,0.000784924,0.001817638,0.00004390565,0.0007899085],"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":[0.0002968408,0.0003872631,0.1401543,0.0002555811,0.000262595,0.0005408624,0.02435107,0.00179135,0.0004083279,0.06592412,0.7619718,0.003655926],"study_design_scores_gemma":[0.0004843568,0.00004378725,0.002439805,0.0003424796,0.00004972381,0.00002867888,0.00106358,0.0001573959,0.00003805151,0.01462493,0.9798889,0.0008383291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005093682,0.0004364785,0.0003546863,0.0001958067,0.0006948165,0.001751466,0.0002003653,0.0003499427,0.9909227],"genre_scores_gemma":[0.03019097,0.0003301876,0.04016501,0.001362337,0.0004839764,0.0003125197,0.00003480656,0.001871981,0.9252482],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2179171,"threshold_uncertainty_score":0.9997488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020433578900028,"score_gpt":0.3449754390449275,"score_spread":0.3245418601448995,"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."}}