{"id":"W3159991486","doi":"10.7759/cureus.15097","title":"Hope During COVID-19 Lockdown","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Betacoronavirus; Coronavirus Infections; Pandemic; Virology; Outbreak; Pathology; Infectious disease (medical specialty)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001279198,0.0001401213,0.0001757314,0.00003714157,0.0001899273,0.00004777777,0.0001939183,0.0001344396,0.01078196],"category_scores_gemma":[0.0001309638,0.0001459937,0.00008848015,0.0001849981,0.00004616664,0.00007387508,0.00009485377,0.0001884687,0.001557426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008731477,"about_ca_system_score_gemma":0.0001047907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001778055,"about_ca_topic_score_gemma":0.00007772498,"domain_scores_codex":[0.9988168,0.00009449449,0.0001904709,0.0003984392,0.0001233069,0.0003764595],"domain_scores_gemma":[0.9990108,0.00007843634,0.00004909665,0.00056983,0.00004720258,0.0002446579],"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":[0.0006243216,0.002478351,0.1273146,0.0007320824,0.001710877,0.01832405,0.07861129,0.001670712,0.03104721,0.142152,0.5678984,0.02743608],"study_design_scores_gemma":[0.003443576,0.0001121783,0.03808057,0.00004485887,0.0001098424,0.0006715931,0.004413983,0.00005249079,0.00649552,0.003632869,0.9420686,0.0008738719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5731984,0.004075525,0.0007645115,0.002356282,0.002298737,0.0001467481,0.00001221267,0.0002457876,0.4169018],"genre_scores_gemma":[0.9573959,0.0001603955,0.0003398625,0.002620604,0.0005663223,0.000020822,0.00002121803,0.00003788184,0.03883698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3841975,"threshold_uncertainty_score":0.99922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253229809144021,"score_gpt":0.3305360703955725,"score_spread":0.3052130894811704,"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."}}