{"id":"W4391225590","doi":"10.1515/commun-2023-0024","title":"Life online during the pandemic : How university students feel about abrupt mediatization","year":2024,"lang":"en","type":"article","venue":"Communications","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Intercultural communication; Psychology; Interpersonal communication; 2019-20 coronavirus outbreak; Sociology; Social psychology; Media studies; Communication; Virology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002287372,0.0004801917,0.0005015121,0.001044269,0.004901078,0.007071699,0.000724725,0.001713165,0.005133836],"category_scores_gemma":[0.007876695,0.0003242921,0.0004833692,0.000479172,0.003953893,0.00289476,0.004165439,0.003164936,0.0006565762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539843,"about_ca_system_score_gemma":0.001270828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003899139,"about_ca_topic_score_gemma":0.007961984,"domain_scores_codex":[0.9979879,0.001126833,0.00005794591,0.0001067379,0.0002492635,0.0004714283],"domain_scores_gemma":[0.9943597,0.001392961,0.001130211,0.0001339561,0.0004028285,0.002580392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001844251,0.0005827182,0.183682,0.0001737937,0.00006394767,0.001292972,0.7899242,0.00008291986,0.00165236,0.0009321255,0.0045411,0.01688747],"study_design_scores_gemma":[0.000008048254,0.0001698109,0.04621544,0.00007090584,0.00001876343,0.0002733092,0.9477093,0.00008656213,0.0001608973,0.0002317756,0.00502353,0.00003161922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944283,0.0002933266,0.00009601538,0.001725829,0.00008947639,0.00001517729,0.00002863592,0.000008454467,0.003314749],"genre_scores_gemma":[0.9982843,0.0002738095,0.00004648379,0.0005714694,0.00003361203,0.00001149702,0.0000196591,0.000005423641,0.0007538215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007071699,"threshold_uncertainty_score":0.01717442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109403058321565,"score_gpt":0.4465423952815589,"score_spread":0.3356020894494025,"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."}}