{"id":"W3204788296","doi":"10.3390/su131910762","title":"The Impact of the COVID-19 Pandemic on College Students: An Online Survey","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Population; Mood; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Psychology; Demography; Kruskal–Wallis one-way analysis of variance; Test (biology); Medical education; Gerontology; Medicine; Mann–Whitney U test; Social psychology; Geography; Sociology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001194759,0.0001843388,0.0003102825,0.0007792762,0.0007737339,0.001037416,0.0002730906,0.0006379116,0.003044559],"category_scores_gemma":[0.003971449,0.0002306791,0.0003185846,0.0008493051,0.000357837,0.001244558,0.001065876,0.001200284,0.0006311571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004482739,"about_ca_system_score_gemma":0.0005085505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003067297,"about_ca_topic_score_gemma":0.005519778,"domain_scores_codex":[0.9991705,0.0002577704,0.0001087244,0.00009603293,0.0001809357,0.0001860043],"domain_scores_gemma":[0.9966218,0.000617684,0.000980188,0.0001068956,0.0005703221,0.001103094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007157555,0.0006481581,0.9741752,0.0001732552,0.0000388505,0.000297007,0.007575315,0.000057114,0.0006436813,0.00008009563,0.002951095,0.01328854],"study_design_scores_gemma":[0.00001083035,0.0004530883,0.9676455,0.00008749337,0.00002195277,0.000225249,0.02652054,0.0003261032,0.0001908632,0.00004210258,0.004446109,0.00003004216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976352,0.00009347867,0.00006201283,0.0005170085,0.00001794053,0.00006480601,0.0005608667,0.000004816058,0.001043807],"genre_scores_gemma":[0.9971278,0.0003661239,0.0001949457,0.0008362019,0.00003714909,0.0001066895,0.0005812576,0.000004223547,0.0007455663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003067297,"threshold_uncertainty_score":0.010185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217003690452864,"score_gpt":0.3878004419570703,"score_spread":0.2661000729117839,"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."}}