{"id":"W4290658595","doi":"10.1108/ijes-08-2022-086","title":"Editorial","year":2022,"lang":"en","type":"editorial","venue":"International Journal of Emergency Services","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000889812,0.0002776136,0.0004167191,0.0004489475,0.00009729524,0.00003779459,0.002215048,0.0004464145,0.04236235],"category_scores_gemma":[0.0001209103,0.0002656697,0.0004271735,0.0001516131,0.00001542492,0.0002244568,0.0002810753,0.001514027,0.0001950193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007477887,"about_ca_system_score_gemma":0.001055731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002710675,"about_ca_topic_score_gemma":0.0002941686,"domain_scores_codex":[0.9949324,0.0001865463,0.001257224,0.0003109448,0.003021719,0.0002911577],"domain_scores_gemma":[0.9960728,0.0003764371,0.001727784,0.000258906,0.001391666,0.0001723966],"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":[0.0007753613,0.0003048091,0.0004097458,0.00009826737,0.0006593565,0.0001028937,0.001412929,0.000009839886,0.00001168229,0.0001334694,0.9946249,0.00145681],"study_design_scores_gemma":[0.0009494488,0.000381432,0.0001344383,0.00007577083,0.00008755511,0.00001032192,0.0006398899,0.00000156165,0.000001622707,0.0006155645,0.9968928,0.0002095863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006346041,0.002416324,0.000006256284,0.000452533,0.9911299,0.00009981764,0.0005153936,0.00001928929,0.004725863],"genre_scores_gemma":[0.0004197631,0.002166107,0.00002003124,0.0001546904,0.9926651,0.00001669445,0.0003330564,0.0000503349,0.004174217],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04216734,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106684090573889,"score_gpt":0.438077422149754,"score_spread":0.4070105812440151,"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."}}