{"id":"W4313403799","doi":"10.52825/ocp.v2i.164","title":"Covid-Related Digital Study Stress in the Summer Semester 2021","year":2022,"lang":"en","type":"article","venue":"Open Conference Proceedings","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Stress (linguistics); German; Psychology; Quarter (Canadian coin); 2019-20 coronavirus outbreak; Stress management; Medicine; Clinical psychology; Geography; Virology; Internal medicine; Disease","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":[0.001148301,0.0002782739,0.0003912514,0.0007778695,0.003061007,0.002817745,0.0003362593,0.0007699835,0.00713837],"category_scores_gemma":[0.003423721,0.0002322433,0.0002835901,0.0005904,0.0006790296,0.0007071556,0.003365307,0.001280494,0.0007981958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690913,"about_ca_system_score_gemma":0.001410942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01165762,"about_ca_topic_score_gemma":0.02194158,"domain_scores_codex":[0.9993758,0.0001257369,0.00003791285,0.00006504401,0.0001677058,0.0002278167],"domain_scores_gemma":[0.996899,0.0002286109,0.0004901735,0.00007403626,0.0003263488,0.001981767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001061316,0.001947449,0.8637788,0.0002444817,0.00007638668,0.001144078,0.02521693,0.00009763486,0.003149467,0.0003864599,0.01597254,0.0869244],"study_design_scores_gemma":[0.00002632531,0.0007851386,0.9459735,0.0001497773,0.00001913991,0.0004265168,0.0397196,0.0001482183,0.0004790607,0.0002063779,0.01203108,0.00003539813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936962,0.0003513603,0.00005573412,0.001558725,0.0002353423,0.00005775067,0.0002779423,0.00002029171,0.003746729],"genre_scores_gemma":[0.9966497,0.0003507647,0.00007112835,0.000456694,0.0001098006,0.0000397925,0.0002571603,0.000006001727,0.002058958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165762,"threshold_uncertainty_score":0.02388024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253713971309459,"score_gpt":0.4268976075414866,"score_spread":0.3015262104105406,"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."}}