{"id":"W1625350991","doi":"10.15353/joci.v8i1.3059","title":"Life-Based Design Against Loneliness Among Older People","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Feeling; Everyday life; Context (archaeology); Psychology; Social life; Social psychology; Sociology; Social science; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005439102,0.0007347489,0.0003776017,0.001192411,0.001908393,0.001953234,0.001083933,0.001036266,0.00820601],"category_scores_gemma":[0.0102355,0.00024783,0.00043794,0.0003289889,0.001804778,0.001506927,0.003077722,0.0007079577,0.001001921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008491324,"about_ca_system_score_gemma":0.001082978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002966368,"about_ca_topic_score_gemma":0.0005421669,"domain_scores_codex":[0.9956286,0.003482601,0.0001432891,0.0002054788,0.0003582593,0.0001818817],"domain_scores_gemma":[0.9951858,0.002708958,0.0004089337,0.0004427962,0.0005609666,0.0006926699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001727024,0.006521913,0.01569619,0.004374982,0.0001828974,0.0006644048,0.1357446,0.002079353,0.01586319,0.04865633,0.01410768,0.7543815],"study_design_scores_gemma":[0.004410088,0.03339238,0.07533917,0.004669821,0.001666167,0.003375317,0.1870707,0.02312412,0.03672067,0.1084819,0.5213268,0.0004227794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7507016,0.001636301,0.161415,0.006202683,0.0006485773,0.002836623,0.0001500344,0.001502848,0.07490633],"genre_scores_gemma":[0.9140222,0.0004421526,0.07322259,0.001048781,0.00006637101,0.002729704,0.00008660309,0.0001063429,0.008275227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00820601,"threshold_uncertainty_score":0.02876508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04859753604836676,"score_gpt":0.2878136891224342,"score_spread":0.2392161530740675,"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."}}