{"id":"W4398659495","doi":"10.7910/dvn/95iwxt","title":"A living mapping review for COVID-19 funded research projects: two year update","year":2023,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Data science; Computer science; Virology; Medicine; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.1705193,0.002712145,0.007897486,0.02484953,0.003277657,0.01285126,0.01196755,0.006950487,0.05733907],"category_scores_gemma":[0.4356267,0.003198698,0.01127159,0.03361232,0.002911977,0.01061963,0.02197457,0.008474739,0.02741143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01089538,"about_ca_system_score_gemma":0.07601728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03944732,"about_ca_topic_score_gemma":0.09743987,"domain_scores_codex":[0.8263193,0.06657595,0.03803606,0.008812394,0.05480491,0.005451517],"domain_scores_gemma":[0.4593875,0.1829345,0.06989761,0.04867326,0.2237226,0.01538455],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002304713,0.00002057127,0.0006670213,0.01518665,0.0007930977,0.00001989084,0.0001442481,0.00006545396,0.00005983438,0.0009818272,0.9581637,0.02366718],"study_design_scores_gemma":[0.0008705772,0.00006442966,0.004942562,0.04596843,0.002012352,0.00005703684,0.0002489056,0.00007715164,0.0001353714,0.002652945,0.9428464,0.0001237579],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001161278,0.1266102,0.004596111,0.1418264,0.03141955,0.004396799,0.6702735,0.00188386,0.01783243],"genre_scores_gemma":[0.01069184,0.1151221,0.03264959,0.1413994,0.01118463,0.04110648,0.6197771,0.003432239,0.02463662],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9751505,"threshold_uncertainty_score":0.9018033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1798208577320025,"score_gpt":0.3732300533745209,"score_spread":0.1934091956425184,"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."}}