{"id":"W4223619683","doi":"10.29173/cjfy29790","title":"University Students' Viewpoints: A Coping Mechanism amid the Covid-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coping (psychology); Viewpoints; Psychology; Active listening; Coronavirus disease 2019 (COVID-19); Social psychology; Pandemic; Clinical psychology; Medicine; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003077076,0.0004979064,0.0004042349,0.0009964501,0.004877303,0.004442224,0.000929091,0.001613275,0.003631862],"category_scores_gemma":[0.007148121,0.0002680882,0.0006301996,0.0007340246,0.002683663,0.001700567,0.00368891,0.002063461,0.0005288732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433016,"about_ca_system_score_gemma":0.001549516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553098,"about_ca_topic_score_gemma":0.003814528,"domain_scores_codex":[0.997169,0.001609107,0.00009375648,0.0001616778,0.0003910561,0.0005754455],"domain_scores_gemma":[0.9965258,0.0006395457,0.001029856,0.0001746433,0.000410566,0.0012196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002934116,0.0009599687,0.2870121,0.0002175054,0.0001061284,0.003053242,0.654685,0.0001143975,0.005279758,0.002929479,0.005288309,0.04006081],"study_design_scores_gemma":[0.00002226351,0.0003528826,0.08590584,0.000110454,0.00005258008,0.0005689946,0.9026574,0.0002133431,0.0008722554,0.0006597929,0.008528361,0.0000557177],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942965,0.0002377009,0.0001380644,0.002034926,0.00008061453,0.00001711832,0.00001715638,0.00000720975,0.003170619],"genre_scores_gemma":[0.9981391,0.0002047427,0.00009501673,0.0005066947,0.00002733933,0.000009499322,0.0000137049,0.000002590405,0.001001129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004877303,"threshold_uncertainty_score":0.01627332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05677445738176811,"score_gpt":0.3469423328049165,"score_spread":0.2901678754231484,"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."}}