{"id":"W1537581384","doi":"10.15353/joci.v8i1.3050","title":"Community Informatics and Older Persons: The Necessary Connection","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Connection (principal bundle); Informatics; Gerontology; Computer science; Sociology; Medicine; Political science; Engineering","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":[0.007219775,0.004037295,0.004838838,0.003053457,0.004553809,0.008934775,0.004065306,0.02575532,0.01184986],"category_scores_gemma":[0.03516878,0.001548723,0.003785808,0.001500863,0.003388525,0.006454563,0.002187164,0.03162184,0.005536645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002584025,"about_ca_system_score_gemma":0.003817443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002381135,"about_ca_topic_score_gemma":0.005756452,"domain_scores_codex":[0.9948835,0.001003643,0.0008913064,0.0007442092,0.002006934,0.0004704186],"domain_scores_gemma":[0.9548913,0.02158992,0.002289694,0.001080337,0.01440977,0.005738996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003873618,0.00002575032,0.00006953892,0.0002222611,0.00001964835,0.0001519129,0.00002207114,0.00001174495,0.00003288889,0.0002071848,0.9953092,0.003889092],"study_design_scores_gemma":[0.0001067795,0.00009789354,0.001727688,0.001390837,0.0001565864,0.0008160243,0.0002816374,0.0002075241,0.0001440075,0.001575683,0.9934389,0.00005638461],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.00003430606,0.003166748,0.00003244386,0.03257948,0.963775,0.00001056272,0.00001544652,0.00001252877,0.0003734025],"genre_scores_gemma":[0.0002742458,0.002407361,0.00003674141,0.01368785,0.9822447,0.00001504343,0.00001260823,0.000008609646,0.001312907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02575532,"threshold_uncertainty_score":0.03964168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03852612259634722,"score_gpt":0.3072193469492925,"score_spread":0.2686932243529452,"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."}}