{"id":"W4302304008","doi":"10.1017/lsi.2022.42","title":"Altruism at Work: An Integrated Approach to Voluntary Service among Private Practice Lawyers","year":2022,"lang":"en","type":"article","venue":"Law & Social Inquiry","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"University at Buffalo; Social Sciences and Humanities Research Council of Canada; Queen's University","keywords":"Altruism (biology); Duty; Public relations; Norm (philosophy); Sociology; Context (archaeology); Service (business); Work (physics); Social psychology; Political science; Psychology; Business; Law; Marketing","routes":{"ca_aff":true,"ca_fund":true,"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","sts"],"consensus_categories":[],"category_scores_codex":[0.001619916,0.0002404579,0.0002955949,0.00005256378,0.003446451,0.0001762826,0.0007969413,0.0001674301,0.0004032471],"category_scores_gemma":[0.0001052355,0.0002787054,0.0001103075,0.001568117,0.0004319949,0.0008628095,0.0005715154,0.0006255606,0.00006754333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083433,"about_ca_system_score_gemma":0.0001566018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06561699,"about_ca_topic_score_gemma":0.01613644,"domain_scores_codex":[0.9963793,0.001057342,0.0003169186,0.0005762904,0.0008754612,0.0007946751],"domain_scores_gemma":[0.9988857,0.0001485594,0.000171535,0.000287799,0.0001733788,0.0003330309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006485065,0.0007925715,0.02276787,0.00004479502,0.0001975349,0.00004815457,0.7557073,0.0005080944,0.0007444109,0.1936606,0.0215927,0.003287433],"study_design_scores_gemma":[0.0004037364,0.00009105789,0.0121062,0.00001234824,0.00007250316,0.000003322742,0.1722757,0.00007228473,0.00006434572,0.0004510703,0.81381,0.0006374295],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9227164,0.0000615415,0.0002720116,0.00232972,0.001996543,0.0007379424,0.00002643734,0.0004344219,0.07142496],"genre_scores_gemma":[0.9858679,0.000005885833,0.001387147,0.008703156,0.001751591,0.0002401245,0.0001143541,0.00006431953,0.001865558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7922173,"threshold_uncertainty_score":0.9999665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06955353845171415,"score_gpt":0.3423559476000573,"score_spread":0.2728024091483431,"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."}}