{"id":"W4210472873","doi":"10.1080/15298868.2022.2036635","title":"Under pressure: Locomotion and assessment in the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Self and Identity","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pandemic; Psychology; Feeling; Coronavirus disease 2019 (COVID-19); Distress; Affect (linguistics); Public health; Psychological distress; Social psychology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Developmental psychology; Clinical psychology; Medicine; Psychiatry; Virology; Nursing; Communication","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":[],"consensus_categories":[],"category_scores_codex":[0.001098257,0.00006214096,0.00008418756,0.00005467666,0.0003170586,0.00003409914,0.0001005884,0.00003025418,0.0004828804],"category_scores_gemma":[0.000007961925,0.0000518454,0.00001643351,0.0001319339,0.00003412153,0.00009708417,0.0001114882,0.0002699478,0.000004721562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929028,"about_ca_system_score_gemma":0.0001405908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006587124,"about_ca_topic_score_gemma":0.002758753,"domain_scores_codex":[0.9989333,0.0004198922,0.0001232118,0.0002072016,0.000167207,0.000149191],"domain_scores_gemma":[0.9996285,0.0001085838,0.00004262491,0.0001456079,0.000004878233,0.00006979818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005057245,0.0004708466,0.9280371,0.0001557786,0.00003417192,0.00001832935,0.01030656,0.00002044823,0.00003128377,0.0510095,0.006981104,0.002884304],"study_design_scores_gemma":[0.0009744214,0.000141069,0.7960894,0.000001545785,0.00002638693,0.00006877556,0.004822853,0.00005669357,1.928101e-7,0.01116759,0.1865792,0.00007189487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914411,0.001678488,0.0004932255,0.003763357,0.0004202165,0.0004378228,0.00002199457,0.00003888675,0.001704859],"genre_scores_gemma":[0.9927137,0.0002471883,0.00001745951,0.006402154,0.00003674361,0.00007305947,0.00001069709,0.000004316666,0.0004946827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1795981,"threshold_uncertainty_score":0.9957805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013246923841661,"score_gpt":0.4659013365565657,"score_spread":0.3645766441723997,"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."}}