{"id":"W3134626208","doi":"10.3389/fpsyg.2021.644636","title":"Pandemic Nightmares: COVID-19 Lockdown Associated With Increased Aggression in Female University Students' Dreams","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto Mississauga; University of Toronto","keywords":"Dream; Psychology; Aggression; Normative; Pandemic; Stressor; Social psychology; Social distance; Coronavirus disease 2019 (COVID-19); Content analysis; Developmental psychology; Clinical psychology; Sociology; Social science; Psychotherapist; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005468905,0.0001705781,0.0003445922,0.0004926933,0.0001471566,0.0000288609,0.0006646825,0.0002566728,0.0001945805],"category_scores_gemma":[0.001718042,0.0001616573,0.00004483398,0.001632498,0.0003326544,0.0001282611,0.0001758932,0.0005632419,0.00001799144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004785092,"about_ca_system_score_gemma":0.0002984162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001543472,"about_ca_topic_score_gemma":0.000782528,"domain_scores_codex":[0.9965073,0.001429046,0.0002206965,0.0008099712,0.000467291,0.0005657136],"domain_scores_gemma":[0.9988165,0.0003677382,0.0001030956,0.0004300105,0.00004384857,0.0002387783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006913891,0.0006573326,0.9819548,0.000009513605,0.0000165641,0.003377696,0.0004764997,0.00002524706,0.001462547,0.00002100998,0.00711904,0.004188387],"study_design_scores_gemma":[0.04049957,0.0007739167,0.8994409,0.0007005796,0.00005361794,0.0002403709,0.007243587,0.0007527578,0.007303003,0.004757758,0.03690211,0.001331771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929478,0.0002811401,0.003699441,0.00044816,0.0005742916,0.0002705564,0.0000291119,0.00006628269,0.001683226],"genre_scores_gemma":[0.9968016,0.0006348778,0.000195362,0.001687054,0.00001932703,0.00001227426,0.00002682842,0.00001925075,0.0006034494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08251381,"threshold_uncertainty_score":0.6592195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04399732481194401,"score_gpt":0.3523818566982874,"score_spread":0.3083845318863433,"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."}}