{"id":"W4378214245","doi":"10.31234/osf.io/uxg38","title":"Tavoitteet ja huolet koronapandemian aikana: Perfektionistiset taipumukset opiskelustressin ja siitä selviämisen selittäjänä","year":2023,"lang":"fi","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Humanities; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.001203966,0.0002791223,0.0003865902,0.0003954907,0.001135956,0.001314123,0.0003749795,0.0003853471,0.02636245],"category_scores_gemma":[0.002471826,0.0001890489,0.0004240634,0.0007064904,0.0003969992,0.00117505,0.001474195,0.0008694759,0.002848035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092888,"about_ca_system_score_gemma":0.002467415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370059,"about_ca_topic_score_gemma":0.03007679,"domain_scores_codex":[0.9994802,0.00009694426,0.00004799611,0.0001169309,0.0001294828,0.0001284177],"domain_scores_gemma":[0.9991442,0.0002216994,0.0001552415,0.00003586112,0.0002303173,0.0002127301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002984978,0.001186009,0.5165723,0.002830158,0.0003194572,0.001431616,0.02973273,0.0001418886,0.005494933,0.00320763,0.03439181,0.4017064],"study_design_scores_gemma":[0.0001748226,0.001680205,0.7580857,0.001613239,0.000460333,0.001019342,0.06643542,0.0002289347,0.00425224,0.002310838,0.1636669,0.00007201977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639919,0.004117379,0.0007642646,0.002902854,0.0002855333,0.0002122377,0.002822139,0.00004083674,0.0248628],"genre_scores_gemma":[0.9541177,0.003945512,0.001249452,0.001978714,0.0001131419,0.000424455,0.002969427,0.00003700762,0.03516469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02636245,"threshold_uncertainty_score":0.08819115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1420834031280741,"score_gpt":0.4352385825420333,"score_spread":0.2931551794139593,"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."}}