{"id":"W4246291681","doi":"10.1093/geront/gnw162.2995","title":"SOCIAL RELATIONSHIPS, SOLITUDE, AND WELL-BEING: DAILY LIFE DYNAMICS AND LONG-TERM CHANGE","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Solitude; Term (time); Dynamics (music); Psychology; Sociology; Psychotherapist; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008995453,0.00009079228,0.0001556668,0.00002007161,0.001604695,0.00008210678,0.0001624676,0.0001333116,0.00005590548],"category_scores_gemma":[0.0003765239,0.00005344953,0.00002736874,0.00005239045,0.000949876,0.0001780607,0.00007418132,0.0001175579,0.00001741859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009762258,"about_ca_system_score_gemma":0.00007920565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003850418,"about_ca_topic_score_gemma":0.06407686,"domain_scores_codex":[0.9988369,0.0002908167,0.000160558,0.0001649771,0.0001536767,0.0003930136],"domain_scores_gemma":[0.9991021,0.0005254713,0.00007854706,0.0001151731,0.0000280424,0.0001507059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001273179,0.000008456702,0.6721114,0.00002298276,0.000008154359,0.000002057897,0.01187581,5.32446e-9,1.711189e-7,0.3053032,0.0008101842,0.0098448],"study_design_scores_gemma":[0.0002216444,0.0000120804,0.9885037,0.00001953352,0.00001430572,0.000001357393,0.002302635,0.000008094409,2.17231e-7,0.004429224,0.004390456,0.00009675794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7841399,0.001312013,0.0002800198,0.1983673,0.0002755879,0.0003232739,0.000007500454,0.00008323836,0.01521111],"genre_scores_gemma":[0.9936195,0.001103434,0.00002307283,0.001818536,0.0004406126,0.00002372044,0.000002098689,0.000006882585,0.002962155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3163923,"threshold_uncertainty_score":0.9996951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026805521827159,"score_gpt":0.3639406089508356,"score_spread":0.2612600567681196,"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."}}