{"id":"W4383770856","doi":"10.56687/9781447330189","title":"Beyond Successful and Active Ageing","year":2016,"lang":"en","type":"book","venue":"Policy Press eBooks","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Ageing; Active ageing; Gerontology; Biology; Medicine; Older people","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001896511,0.0003811482,0.0005249784,0.0003120519,0.0001630607,0.00005378314,0.0004550008,0.0007232759,0.0002423236],"category_scores_gemma":[0.00005461837,0.0003102739,0.0001008622,0.00000922829,0.0006497846,0.00004107901,0.0003489489,0.0007513216,0.000202717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238881,"about_ca_system_score_gemma":0.0003029307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002467623,"about_ca_topic_score_gemma":0.0001589356,"domain_scores_codex":[0.9978189,0.0002199649,0.0002702036,0.000696638,0.0002307702,0.0007634577],"domain_scores_gemma":[0.9983651,0.000438241,0.0001890714,0.0007029152,0.00007471891,0.0002299418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002349042,0.00002366486,0.0000870388,0.0001252412,0.0005228867,0.0003560814,0.007586666,2.534943e-8,0.000008359868,0.5640514,0.1853638,0.24164],"study_design_scores_gemma":[0.0009957901,0.0001059453,0.0006688933,0.0001792297,0.00008393374,0.0001092169,0.0000535761,0.000001248727,0.00008956092,0.05284121,0.9443457,0.0005257291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004017841,0.001469061,0.00003646316,0.0002491136,0.0003352374,0.0003659611,0.0001862688,0.000127031,0.9968291],"genre_scores_gemma":[0.004280858,0.00002251864,0.00001865802,0.0003851723,0.001805177,0.0001437173,0.00001531243,0.00009380755,0.9932348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7589819,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05440276635333869,"score_gpt":0.3845486286879333,"score_spread":0.3301458623345946,"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."}}