{"id":"W7018513389","doi":"","title":"Coping with Loneliness – A Resource for Older Adults","year":2019,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Loneliness; Social isolation; Coping (psychology); Feeling; Resource (disambiguation); Immigration; Social support","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000550998,0.000331467,0.0003534848,0.0001252071,0.002358555,0.0002441092,0.0004937522,0.0002338289,0.00009833276],"category_scores_gemma":[0.0001042731,0.0003189097,0.0002259587,0.0004321028,0.0004929462,0.000420085,0.00008404545,0.0002501289,0.00003293512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006260496,"about_ca_system_score_gemma":0.001393312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006013882,"about_ca_topic_score_gemma":0.0004327854,"domain_scores_codex":[0.9970441,0.0001608465,0.0004790707,0.0007287717,0.0009734377,0.0006137079],"domain_scores_gemma":[0.9982825,0.0002281413,0.0002281638,0.0003822151,0.0006457127,0.0002332991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004368499,0.0009850893,0.03800841,0.0009984728,0.0008339344,0.0003546771,0.03055522,0.1028536,0.00591779,0.7771859,0.03198076,0.005957691],"study_design_scores_gemma":[0.002890749,0.0002182884,0.004912017,0.0007724932,0.00006259629,0.0001034302,0.01466235,0.009455421,0.0004756744,0.0001686391,0.9652386,0.001039758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8999639,0.0002149713,0.01250181,0.0008542564,0.001934177,0.001594159,0.00006230237,0.0002142878,0.08266017],"genre_scores_gemma":[0.9609973,0.000007076916,0.001796224,0.0008128086,0.001426312,0.0002557758,0.00006307282,0.00005697168,0.03458446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9332578,"threshold_uncertainty_score":0.9999263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005159490537524956,"score_gpt":0.2284150089296101,"score_spread":0.2232555183920852,"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."}}