{"id":"W1997880011","doi":"10.1017/s0714980800000593","title":"Older Volunteers: A Precious Resource Under Pressure","year":2002,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Variety (cybernetics); Investment (military); Government (linguistics); Resource (disambiguation); Business; Public relations; Profit (economics); Gerontology; Psychology; Marketing; Political science; Medicine; Economics; Computer science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009968468,0.0002211228,0.0002130697,0.0003656332,0.00166925,0.0005423586,0.0004946687,0.0001316971,0.00219277],"category_scores_gemma":[0.0002304153,0.000236766,0.0001552743,0.0002918844,0.0001594471,0.000182841,0.00001593093,0.0004730476,0.00004724488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504414,"about_ca_system_score_gemma":0.0004812879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07144589,"about_ca_topic_score_gemma":0.8316016,"domain_scores_codex":[0.9978058,0.0003000331,0.0003399863,0.0003306806,0.0002350767,0.0009884204],"domain_scores_gemma":[0.9975385,0.0001017808,0.0001326585,0.0002476086,0.0002624237,0.001717041],"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":[0.00001069784,0.0001113732,0.006749428,0.00007245518,0.0004835117,0.001864027,0.1780622,0.028602,0.00006512066,0.4034959,0.365133,0.01535027],"study_design_scores_gemma":[0.0002446919,0.00005449119,0.00186375,0.0003254655,0.00004066792,0.0001096959,0.008549354,0.004053923,0.000002418181,0.0003213102,0.9841005,0.0003337792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7838294,0.003994468,0.0005791786,0.0672552,0.004224653,0.0006583901,0.0001172822,0.00007797612,0.1392635],"genre_scores_gemma":[0.9708915,0.0001272176,0.00007293723,0.003302861,0.00122085,0.00001631124,0.000009909899,0.00004055339,0.02431791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7601557,"threshold_uncertainty_score":0.9996305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112772276409524,"score_gpt":0.2203351151007976,"score_spread":0.2092073923367023,"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."}}