{"id":"W4362672129","doi":"10.17576/jkmjc-2023-3901-22","title":"The Role of Communications in the Resilience of Risk Group in Kuching, Sarawak, During The Dispersal of COVID-19 Virus","year":2023,"lang":"en","type":"article","venue":"Jurnal Komunikasi Malaysian Journal of Communication","topic":"COVID-19 Prevention and Impact","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; International Islamic University Malaysia; Nottingham Trent University; Open University Malaysia","keywords":"Psychology; Psychological resilience; Social psychology; Resilience (materials science); Psychological intervention","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01186638,0.0001042151,0.0002723739,0.0003373164,0.0008950883,0.00006649371,0.003680672,0.00006970879,0.00001602812],"category_scores_gemma":[0.003608253,0.00006391438,0.0002241755,0.001640922,0.00114709,0.0003950174,0.0003145966,0.0008515148,0.000001528071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933417,"about_ca_system_score_gemma":0.0004431798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006526594,"about_ca_topic_score_gemma":0.02239307,"domain_scores_codex":[0.9924207,0.005420665,0.001164149,0.00007694656,0.0006870758,0.0002304774],"domain_scores_gemma":[0.9925701,0.003956638,0.001836615,0.001366612,0.0001845782,0.00008546867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005482238,0.0007591213,0.5499822,0.00006988207,0.0001128693,0.000005051966,0.2992933,0.007823425,0.006754172,0.1122821,0.0001661794,0.02220352],"study_design_scores_gemma":[0.0009046654,0.0001151532,0.833083,0.0003597521,0.0000478261,0.00001482562,0.1318586,0.002128349,0.0002022097,0.01454352,0.01662563,0.0001164468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826977,0.002793278,0.00007618245,0.0124818,0.0000447935,0.000281521,0.00001241771,0.000007085423,0.001605281],"genre_scores_gemma":[0.9825631,0.01715721,0.0001461377,0.00006931067,0.00002554582,0.00000711851,0.000002040452,0.000008043475,0.00002153383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2831009,"threshold_uncertainty_score":0.9954457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02686680086069096,"score_gpt":0.365854973736813,"score_spread":0.338988172876122,"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."}}