{"id":"W7002184179","doi":"","title":"”Minussa on parasta oma itseni” : Neljäsluokkalaisten käsityksiä hyvinvoinnista","year":2010,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Fusible alloy; Liquation; Dysgeusia; Hyporeflexia","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001291473,0.002310717,0.001688283,0.0006134809,0.000625456,0.0005022783,0.003099519,0.003667782,0.006132026],"category_scores_gemma":[0.0009402452,0.002189166,0.0009833119,0.0005271545,0.001031542,0.00002731263,0.001406095,0.00340082,0.009263095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694915,"about_ca_system_score_gemma":0.0005650496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003254047,"about_ca_topic_score_gemma":0.0008678095,"domain_scores_codex":[0.9921964,0.0006588564,0.001690543,0.001974389,0.001262535,0.002217266],"domain_scores_gemma":[0.9924542,0.0002648354,0.001765237,0.004331897,0.0003131719,0.0008706151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002065316,0.001630635,0.001567826,0.002050693,0.00263083,0.0004024294,0.001563651,0.0003344031,0.03989924,0.007132536,0.02098702,0.9197354],"study_design_scores_gemma":[0.001674509,0.001298639,0.0007043888,0.0005687854,0.0002965059,0.0002706161,0.0001953913,0.0007530794,0.006056075,0.0001949214,0.9855931,0.002393995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02052847,0.0008947474,0.0005879396,0.001971941,0.002346422,0.001528515,0.0005355396,0.0003202047,0.9712862],"genre_scores_gemma":[0.06536011,0.0006269118,0.003354836,0.001945156,0.00252843,0.0001106464,0.00181266,0.001190274,0.923071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9646061,"threshold_uncertainty_score":0.9989632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043778142295771,"score_gpt":0.2538345821737241,"score_spread":0.2433968007507664,"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."}}