{"id":"W4405751561","doi":"10.29173/hsi439","title":"Myles Mclean: Impact of COVID-19 on my research","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Virology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006479516,0.0001370446,0.0003014028,0.0005578232,0.0008356628,0.00003644704,0.0005481361,0.00008591194,0.001611027],"category_scores_gemma":[0.0006997864,0.0001179952,0.00009834229,0.002626914,0.001974814,0.0001390229,0.0001935785,0.0004675753,0.0004288287],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002796229,"about_ca_system_score_gemma":0.02660988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009839334,"about_ca_topic_score_gemma":0.000339882,"domain_scores_codex":[0.9958496,0.0004384239,0.0004926734,0.0007814446,0.001117828,0.001320025],"domain_scores_gemma":[0.9966639,0.0006513902,0.0001527542,0.0009076971,0.0002547897,0.001369514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001507175,0.004221722,0.1797697,0.002493848,0.00004940635,0.0004839224,0.1882946,0.0003161433,0.005425994,0.1482233,0.2847806,0.1844336],"study_design_scores_gemma":[0.002309894,0.006629582,0.8401554,0.0003019015,0.000004565,0.0001868947,0.04717161,0.000135442,0.001302173,0.004341108,0.09701409,0.000447351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774461,0.001057839,0.0001034779,0.01238037,0.001744948,0.0004784804,0.00003009503,0.00005812847,0.006700519],"genre_scores_gemma":[0.9894684,0.0001972516,0.0001362516,0.008987593,0.0002613236,0.00002865585,0.000006620675,0.00001405933,0.0008998425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6603857,"threshold_uncertainty_score":0.9993016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5488297275985147,"score_gpt":0.6546996910325672,"score_spread":0.1058699634340525,"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."}}