{"id":"W3206103320","doi":"10.1017/s0144686x21001379","title":"Older age as a time to contribute: a scoping review of generativity in later life","year":2021,"lang":"en","type":"review","venue":"Ageing and Society","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Generativity; Psychology; Developmental psychology; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001101076,0.0002740774,0.002011181,0.00004183486,0.00007445315,0.00004622481,0.0001464454,0.0003091432,0.001194677],"category_scores_gemma":[0.0001230969,0.000239569,0.0006290725,0.0003020685,0.00005032569,0.00003849133,0.00008582073,0.0003519031,0.0001692328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004136077,"about_ca_system_score_gemma":0.0001970957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009408816,"about_ca_topic_score_gemma":0.00001959121,"domain_scores_codex":[0.9979016,0.000595124,0.0006041527,0.0004517299,0.0001528722,0.0002944871],"domain_scores_gemma":[0.9990532,0.0001908074,0.0002233783,0.0003728987,0.00005937402,0.0001003475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003730436,0.0002665761,0.00002415143,0.3237111,0.001156999,0.0006444256,0.006813702,1.291409e-7,0.000005005286,0.0002042361,0.0485841,0.6185858],"study_design_scores_gemma":[0.0004568448,0.00003996617,0.00006463312,0.5694817,0.0003416345,0.00002611308,0.00005702889,5.858253e-7,0.000001180584,0.00001313716,0.4291356,0.0003816004],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002943224,0.9968901,0.00002559775,0.0001179085,0.0002550886,0.001025019,0.00001982019,0.0000198408,0.001352252],"genre_scores_gemma":[0.00001746854,0.9929988,0.00007675048,0.002441864,0.0002034481,0.0001191686,0.00006338731,0.00003359055,0.004045492],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6182042,"threshold_uncertainty_score":0.9997184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04393069158049015,"score_gpt":0.397576619298775,"score_spread":0.3536459277182848,"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."}}