{"id":"W7020618058","doi":"","title":"Loneliness and life satisfaction amongst three cultural groups","year":2008,"lang":"en","type":"other","venue":"Brunel University Research Archive (BURA) (Brunel University London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Life satisfaction; Collectivism; Association (psychology); Scale (ratio); UCLA Loneliness Scale; Group cohesiveness; Cohesion (chemistry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004307911,0.0002208682,0.0002128447,0.001005704,0.002113681,0.0008190337,0.0002858235,0.0001932624,0.00189386],"category_scores_gemma":[0.00106221,0.0001158568,0.0002299671,0.001255208,0.000956309,0.0002312554,0.0006877525,0.0002769373,0.00009604845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631456,"about_ca_system_score_gemma":0.001450093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4959003,"about_ca_topic_score_gemma":0.6109541,"domain_scores_codex":[0.9997106,0.00004505154,0.00001476402,0.00004112546,0.00008459418,0.0001037714],"domain_scores_gemma":[0.9994511,0.00005375368,0.000147975,0.00002644506,0.0001829729,0.0001377302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000596277,0.00002621647,0.9856539,0.00001779468,0.00002713137,0.00006732223,0.008903825,0.00001757589,0.0004044681,0.00008887638,0.0001316295,0.004601524],"study_design_scores_gemma":[0.000001717956,0.00002223308,0.9909064,0.000005331432,0.000005490524,0.00003754519,0.008714645,0.00003099232,0.00005910519,0.00001525374,0.0001970047,0.000004325686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995598,0.00002624519,0.000008603879,0.00001113594,0.000001363363,0.000003107975,0.00004073336,2.349384e-7,0.0003487967],"genre_scores_gemma":[0.9996964,0.00003380537,0.00001905528,0.00001310606,0.000001296194,0.000003938141,0.00007218336,2.869369e-7,0.000159895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4959003,"threshold_uncertainty_score":0.9860277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433167964334175,"score_gpt":0.2607921645101536,"score_spread":0.2174753680767361,"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."}}