{"id":"W6925110340","doi":"10.17605/osf.io/aq5jz","title":"Reproducible materials for the article \"COVID-19 Pandemic in Canada: Taking stock after one year and two waves\"","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Stock (firearms); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00382407,0.0001677291,0.0003337751,0.00006816935,0.0001332056,0.0000683412,0.0001626624,0.00007498922,0.03702039],"category_scores_gemma":[0.01518902,0.0001566172,0.0000582342,0.000227239,0.00006657521,0.00008774535,0.0004277546,0.0002641746,0.005773517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008086565,"about_ca_system_score_gemma":0.001373029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1511313,"about_ca_topic_score_gemma":0.2389766,"domain_scores_codex":[0.997313,0.0002391416,0.0004681474,0.001325739,0.000294882,0.0003590875],"domain_scores_gemma":[0.9969401,0.0007739523,0.0001683932,0.001828195,0.0001496147,0.000139692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00059014,0.000116506,0.4042713,0.0002289748,0.0001175155,0.0001120174,0.001039618,0.000128475,0.5823954,0.0001056457,0.0006924275,0.010202],"study_design_scores_gemma":[0.003195006,0.000002842821,0.2641871,0.000190046,0.0001495039,0.0005363844,0.0007265574,0.001146313,0.7085834,0.001204661,0.01975912,0.0003191405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883425,0.00001389309,0.0006829257,0.000934754,0.0002214655,0.0009129875,0.00001156383,0.0000658445,0.008814022],"genre_scores_gemma":[0.9905546,0.00002042059,0.001227623,0.002297305,0.0001176596,0.0003135363,0.000003110574,0.00003101365,0.005434778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1400842,"threshold_uncertainty_score":0.9950006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06145260580880254,"score_gpt":0.3176497262238351,"score_spread":0.2561971204150326,"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."}}