{"id":"W4200484373","doi":"10.1109/mele.2021.3118233","title":"ECCE 2022","year":2021,"lang":"en","type":"article","venue":"IEEE Electrification Magazine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Rockwell Automation (Canada)","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00302682,0.001395419,0.000887997,0.002743204,0.002059283,0.007849377,0.001203697,0.005836152,0.3906861],"category_scores_gemma":[0.003395881,0.0005506523,0.001081478,0.001206193,0.0008531664,0.002391219,0.002941736,0.003836532,0.2789933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598254,"about_ca_system_score_gemma":0.002958914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00364152,"about_ca_topic_score_gemma":0.008021721,"domain_scores_codex":[0.9983298,0.0001487485,0.00003817495,0.0001460963,0.001064716,0.0002724329],"domain_scores_gemma":[0.9982818,0.0001804029,0.00005550607,0.0002586517,0.0008589586,0.0003647108],"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":[0.00004676464,0.00005285026,0.00008184664,0.00006533106,0.000008907229,0.00005252366,0.00001219614,0.0002478383,0.000568726,0.006808866,0.956234,0.0358201],"study_design_scores_gemma":[0.000007577987,0.00002723899,0.0003769056,0.00006327893,0.000003718982,0.00003430459,0.00001617246,0.0002524379,0.0003254006,0.00152932,0.9973555,0.000008247145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00121593,0.002722165,0.0046674,0.007188426,0.02041146,0.0002637769,0.001986829,0.001007228,0.9605368],"genre_scores_gemma":[0.002400897,0.0007628681,0.0008131593,0.001368931,0.0009707534,0.0001140585,0.001001675,0.0002938051,0.9922739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6093138,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05446446383142058,"score_gpt":0.3939168242197539,"score_spread":0.3394523603883333,"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."}}