{"id":"W7042290747","doi":"","title":"Opiskelijan hyvinvointi koetuksella? : korkeakouluopiskelijoiden kokemat terveys- ja toimintarajoitteet, digitaalinen osaaminen ja opiskelu pandemian aikana","year":2023,"lang":"en","type":"other","venue":"Jyväskylä University Digital Archive (University of Jyväskylä)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Mental health; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Quality (philosophy); Duration (music); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007603901,0.0002696243,0.0002838252,0.0004955431,0.002353316,0.00356421,0.0004607803,0.0008969325,0.01598917],"category_scores_gemma":[0.001583423,0.0001566679,0.0002620694,0.000497602,0.0006872529,0.001982635,0.002061928,0.0009298424,0.002654188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025413,"about_ca_system_score_gemma":0.002722407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004655886,"about_ca_topic_score_gemma":0.007659381,"domain_scores_codex":[0.9996469,0.0000749155,0.00002078734,0.00004862944,0.00009088555,0.0001178387],"domain_scores_gemma":[0.9994825,0.0001495017,0.00007434439,0.00001355377,0.00008156618,0.0001984795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000706571,0.001413263,0.1860983,0.002656179,0.00008199688,0.009803885,0.0914357,0.0004142669,0.007228004,0.01715639,0.07856888,0.6044366],"study_design_scores_gemma":[0.00004305204,0.0003939039,0.2049448,0.00217503,0.0001389386,0.005213698,0.2021058,0.0005946799,0.003994227,0.004812233,0.5754713,0.0001123824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8270733,0.02460349,0.001282092,0.01660926,0.002261567,0.0001137386,0.0004891154,0.00009663362,0.1274706],"genre_scores_gemma":[0.8996929,0.02091219,0.001583071,0.001846318,0.000440984,0.00008531005,0.0005490663,0.00005735338,0.07483282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01598917,"threshold_uncertainty_score":0.05348915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243827075968774,"score_gpt":0.1891878366935771,"score_spread":0.1767495659338893,"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."}}