{"id":"W4390082378","doi":"10.1093/geroni/igad104.1382","title":"SINGLE-TIE CORE NETWORKS AMONG OLDER EUROPEANS: A POSITION OF PRECARITY AND LONELINESS?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Loneliness; Residence; Social network (sociolinguistics); Psychology; Core (optical fiber); Personal network; Social psychology; Demography; Sociology; Computer science; Telecommunications; Social media","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":[0.0008753184,0.0001564059,0.0002773365,0.0009576082,0.0006501191,0.001248635,0.0003737217,0.0004860737,0.002880651],"category_scores_gemma":[0.004761401,0.000137052,0.0002193887,0.0009803687,0.0005364149,0.001279237,0.001269016,0.0005082772,0.0001882783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456504,"about_ca_system_score_gemma":0.00022524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007867352,"about_ca_topic_score_gemma":0.0146478,"domain_scores_codex":[0.9996532,0.0001106277,0.00003326755,0.00008324914,0.00004834384,0.00007131169],"domain_scores_gemma":[0.9974623,0.0003995922,0.001248872,0.0001692185,0.0001864948,0.0005335683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000527846,0.00003260653,0.9915291,0.00001954439,0.00005407125,0.0001174154,0.002882514,0.0000567334,0.0001320543,0.0003701154,0.0002266431,0.00452651],"study_design_scores_gemma":[0.000001902576,0.00002602832,0.9928944,0.00003388077,0.00001727321,0.0001327321,0.00600299,0.0002065422,0.00002781993,0.0002476795,0.0004041766,0.000004591599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988815,0.0001918716,0.00007926943,0.0001409783,0.000005458923,0.000002005076,0.00007786079,0.000001004606,0.0006199289],"genre_scores_gemma":[0.9996868,0.0000896628,0.00003557178,0.00002220737,0.000007065928,0.000001822323,0.00005199196,5.648455e-7,0.000104323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007867352,"threshold_uncertainty_score":0.01564312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06395764279490748,"score_gpt":0.3508978099727927,"score_spread":0.2869401671778852,"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."}}