{"id":"W7099525498","doi":"","title":"Thinking About Today’s Older Adult Volunteer.................... 7","year":2016,"lang":"en","type":"article","venue":"","topic":"Ayn Rand and Brontë studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volunteer; Volunteer work; Work (physics); Older people","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00140851,0.001191845,0.00179022,0.0007860605,0.0009341121,0.0003655076,0.001825451,0.000570753,0.007040591],"category_scores_gemma":[0.000663276,0.0008940302,0.0008996117,0.0008516071,0.0006040677,0.001538854,0.0006772627,0.0004900906,0.01324266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000664053,"about_ca_system_score_gemma":0.0001010485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004999508,"about_ca_topic_score_gemma":0.0001717347,"domain_scores_codex":[0.9924331,0.00008414227,0.00252763,0.00227193,0.0004728642,0.002210359],"domain_scores_gemma":[0.9958661,0.0004041334,0.0009809011,0.00174718,0.000376163,0.0006255253],"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":[0.00008064965,0.00030602,0.09790941,0.00007961545,0.0003580847,0.00005489177,0.0008545224,0.000005095028,0.000576534,0.8237696,0.06428406,0.01172157],"study_design_scores_gemma":[0.01139516,0.0004808407,0.1223035,0.0008702479,0.00009892054,0.0001567429,0.0009549946,0.000278592,0.002987281,0.2807443,0.5750131,0.004716363],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1189305,0.008377754,0.08029888,0.02099887,0.004666704,0.001403313,0.0007504569,0.002412583,0.7621609],"genre_scores_gemma":[0.9063712,0.001891913,0.004328027,0.004760413,0.001178436,0.0002849585,0.00002697487,0.0002667204,0.08089134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7874407,"threshold_uncertainty_score":0.999351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608450216692725,"score_gpt":0.203198891420584,"score_spread":0.1871143892536567,"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."}}