{"id":"W3046237519","doi":"10.5281/zenodo.3906209","title":"Covid-19 International Student Well-being Study (C19 ISWS) - Data from Wageningen University & Research","year":2020,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Medicine; Virology; Internal medicine; Disease; Infectious disease (medical specialty)","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.001860643,0.0002389339,0.0002970637,0.0001409129,0.000741027,0.0001479296,0.005083283,0.00007091901,0.0007334256],"category_scores_gemma":[0.00005905553,0.000242641,0.00002741062,0.0003988915,0.0001154763,0.0004096556,0.008490766,0.0006321573,0.0002759346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892332,"about_ca_system_score_gemma":0.000239622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0329687,"about_ca_topic_score_gemma":0.04059969,"domain_scores_codex":[0.9957183,0.001173073,0.0003437128,0.001561805,0.0006232203,0.0005798898],"domain_scores_gemma":[0.9956348,0.001208283,0.000124979,0.002192414,0.00003116604,0.0008083748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001519826,0.0008028781,0.7913693,0.0002279836,0.0007359243,0.0004178049,0.1730308,0.0001550768,0.0001168772,0.0002626667,0.0228917,0.008469196],"study_design_scores_gemma":[0.002475188,0.0002339305,0.2609079,0.00009794305,0.0001412726,0.000009030196,0.06310924,0.02053919,8.068915e-7,0.0001912978,0.6519016,0.0003926487],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854457,0.0003772181,0.001817483,0.002650101,0.0006730134,0.0006837948,0.002757215,0.0001604182,0.005435069],"genre_scores_gemma":[0.9824193,0.0003006664,0.0004283596,0.003419464,0.0009565501,0.000005157617,0.01175417,0.00003488234,0.0006814211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6290099,"threshold_uncertainty_score":0.9995283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2765925705328407,"score_gpt":0.4838551615823765,"score_spread":0.2072625910495358,"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."}}