{"id":"W4311681121","doi":"10.22215/etd/2022-15193","title":"Well-Being During Times of Heightened Social Isolation: A Panel Study Examination of the Protective Effects of Social Support Availability","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Social isolation; Social support; Psychology; Stressor; Isolation (microbiology); Life satisfaction; Coping (psychology); Perception; Social psychology; Clinical psychology; Psychiatry","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":[0.0008629411,0.0001906942,0.0003091909,0.0003937987,0.001005329,0.0007320037,0.0002816372,0.0006503522,0.001744516],"category_scores_gemma":[0.001692149,0.0003417484,0.0004334912,0.0004235158,0.0002057338,0.0006224983,0.0006530468,0.0009081963,0.0004414909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003396984,"about_ca_system_score_gemma":0.0003628584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008113442,"about_ca_topic_score_gemma":0.01778688,"domain_scores_codex":[0.9996954,0.0001055072,0.00001605018,0.00006359482,0.00003230139,0.00008715888],"domain_scores_gemma":[0.9993325,0.0001376423,0.0001634964,0.00006888554,0.00007662248,0.0002208796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003946108,0.0009834085,0.9831686,0.0000439294,0.0001654599,0.0001267209,0.005887952,0.00009750206,0.001303946,0.00008254439,0.0007111152,0.007034239],"study_design_scores_gemma":[0.000005738254,0.0002621465,0.9965318,0.00001184372,0.00002434711,0.00003644686,0.002538704,0.000104933,0.00009118196,0.00002300695,0.0003631987,0.000006708321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992213,0.00003807401,0.00005320288,0.00003098047,0.000002901997,0.00001733841,0.0002568101,8.084927e-7,0.0003785954],"genre_scores_gemma":[0.998759,0.0001080375,0.0001011571,0.00005820038,0.00000667839,0.00006729155,0.0004034009,0.000001234558,0.0004949635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008113442,"threshold_uncertainty_score":0.01613241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517065694126665,"score_gpt":0.3136381461423109,"score_spread":0.2984674892010443,"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."}}