{"id":"W4366959361","doi":"10.46692/9781529219067.011","title":"Combatting Older Adult Loneliness: It Takes a (Blended) Village","year":2021,"lang":"en","type":"other","venue":"","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Internet privacy; Psychology; Sociology; Social psychology; Computer science","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":[0.002212982,0.0004155564,0.0004627866,0.0004199352,0.007098001,0.006756855,0.001409204,0.002168476,0.01271112],"category_scores_gemma":[0.003808396,0.0002275631,0.0005587731,0.0003577465,0.004131919,0.006639729,0.01126762,0.002875705,0.002490372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007732807,"about_ca_system_score_gemma":0.001509497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132934,"about_ca_topic_score_gemma":0.00494057,"domain_scores_codex":[0.9977428,0.001564244,0.00003862093,0.0001030495,0.0002021152,0.0003492721],"domain_scores_gemma":[0.9983083,0.0003416718,0.00009798014,0.0001024269,0.0001358008,0.001013889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001913096,0.001005564,0.01231134,0.00176448,0.00007651238,0.002578598,0.4337292,0.0002894055,0.001709299,0.03549069,0.112081,0.3987726],"study_design_scores_gemma":[0.00006136704,0.001182828,0.01019498,0.001892965,0.00006100107,0.001827632,0.4818575,0.0003001473,0.0004353324,0.01235333,0.4897655,0.00006744172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6074801,0.02666847,0.01176778,0.1222145,0.007850017,0.0004705831,0.0002306123,0.0006830124,0.2226349],"genre_scores_gemma":[0.9331712,0.01095894,0.007481975,0.01248461,0.001085584,0.0004584063,0.0000956502,0.000110491,0.03415315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01271112,"threshold_uncertainty_score":0.04252297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0471242156848729,"score_gpt":0.3837782217976059,"score_spread":0.336654006112733,"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."}}