{"id":"W3132593404","doi":"10.12924/johs2021.17010001","title":"Editorial Volume 17","year":2021,"lang":"ru","type":"article","venue":"Journal of Human Security","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Project commissioning; Pandemic; Coronavirus disease 2019 (COVID-19); Publishing; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Media studies; Volume (thermodynamics); Library science; History; Sociology; Political science; Medicine; Computer science; Law; Virology; Pathology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001361467,0.0002543399,0.0006868237,0.0001555796,0.000315977,0.00009891287,0.0003831031,0.0004108904,0.01243596],"category_scores_gemma":[0.0001472735,0.0002608946,0.0004936325,0.0002127808,0.0001257658,0.0002000787,0.0001367373,0.001638675,0.0003626393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006825907,"about_ca_system_score_gemma":0.001702002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003786746,"about_ca_topic_score_gemma":0.0005860107,"domain_scores_codex":[0.996609,0.0005500857,0.001182629,0.000318476,0.000784582,0.0005551934],"domain_scores_gemma":[0.997356,0.000162998,0.0009337233,0.0004482756,0.0005913558,0.0005076274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003230458,0.001397808,0.006999485,0.0002155547,0.0001711409,0.0008329956,0.007890812,4.916453e-7,0.0008217367,0.001567492,0.9789452,0.0008342377],"study_design_scores_gemma":[0.003314953,0.001191553,0.009126592,0.0001944699,0.0001637501,0.0003539463,0.001568826,0.000002752698,0.0001654608,0.00568875,0.9779933,0.0002356496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.60028,0.006911103,0.00001573823,0.002752839,0.3750647,0.0001484602,0.00007589814,0.00001608844,0.01473512],"genre_scores_gemma":[0.6753975,0.0003829883,0.00003140478,0.001204208,0.3146591,0.000001227959,0.00001176685,0.00003127679,0.008280518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07511745,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04104281129063084,"score_gpt":0.4141442519006641,"score_spread":0.3731014406100332,"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."}}