{"id":"W4320038879","doi":"10.1038/s41597-022-01811-7","title":"The Psychological Science Accelerator’s COVID-19 rapid-response dataset","year":2023,"lang":"en","type":"article","venue":"Scientific Data","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Wilfrid Laurier University","funders":"National Cancer Institute; National Institute of Mental Health; Fundação para a Ciência e a Tecnologia; Japan Society for the Promotion of Science; Morsani College of Medicine; National Institutes of Health; Universidad de los Andes; Agentúra na Podporu Výskumu a Vývoja; Agence Nationale de la Recherche; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Research University Higher School of Economics; UK Research and Innovation; Agencia Nacional de Investigación y Desarrollo; Uniwersytet Wrocławski; Univerzita Karlova v Praze; Kingston University; Economic and Social Research Council; European Commission; Narodowym Centrum Nauki; Amazon Web Services","keywords":"Framing (construction); Coronavirus disease 2019 (COVID-19); Pandemic; Autonomy; Psychology; Framing effect; Raw data; Cognition; Psychological science; Social psychology; Medicine; Geography; Statistics; Mathematics; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","open_science","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.02138471,0.0001748938,0.0001519955,0.0003561333,0.003540856,0.0008787886,0.006449261,0.00007573976,0.003083991],"category_scores_gemma":[0.00290167,0.0001176565,0.00003387753,0.003692129,0.003269869,0.0004755563,0.002676366,0.0002661105,0.01117845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603788,"about_ca_system_score_gemma":0.001718189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002295657,"about_ca_topic_score_gemma":0.0002227065,"domain_scores_codex":[0.9951473,0.0005147703,0.000381566,0.001973227,0.0008842336,0.001098859],"domain_scores_gemma":[0.9909966,0.001319253,0.0001150212,0.006772909,0.00005238366,0.0007438581],"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":[0.0003967617,0.000113145,0.0002330359,0.000009448087,0.000006012924,0.00006028875,0.0004840936,6.067885e-7,0.001562259,0.001409155,0.9689191,0.02680608],"study_design_scores_gemma":[0.0005151353,0.00008057685,0.01684691,0.000003898102,0.000006963557,0.00002497446,0.001141628,0.0001628954,0.00003512513,0.0004124368,0.9806193,0.0001502183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6935516,0.001178789,0.0002873046,0.05542032,0.04760533,0.00232507,0.1943339,0.001234444,0.00406319],"genre_scores_gemma":[0.898633,0.0001618676,0.0002021418,0.01968442,0.0004871406,0.000190902,0.0527516,0.00005277893,0.02783616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2050814,"threshold_uncertainty_score":0.9994426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3940632159279168,"score_gpt":0.5637136789219475,"score_spread":0.1696504629940306,"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."}}