{"id":"W2022760859","doi":"10.1177/09500172004042770","title":"Caring for Nothing","year":2004,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":242,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Workforce; Public relations; Work (physics); Nothing; Social work; Altruism (biology); Coercion (linguistics); Business; Sociology; Social psychology; Political science; Psychology; Law; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002888436,0.0003907707,0.0004961875,0.0003779437,0.01185085,0.003870706,0.0008352057,0.002697454,0.0166614],"category_scores_gemma":[0.007889371,0.0001633781,0.000498083,0.0002851906,0.01090055,0.005451842,0.006891446,0.006972484,0.004753435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002412787,"about_ca_system_score_gemma":0.005951159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006331345,"about_ca_topic_score_gemma":0.01359429,"domain_scores_codex":[0.9958365,0.001633516,0.0001180638,0.0004013888,0.0009804108,0.001030042],"domain_scores_gemma":[0.9952714,0.0006718138,0.0004004316,0.0005414523,0.0006935742,0.002421343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006676558,0.0002360181,0.006721435,0.0003688726,0.00003391872,0.00112206,0.2067762,0.00007177513,0.001890587,0.222227,0.3784976,0.1819878],"study_design_scores_gemma":[0.000006774703,0.00009832944,0.002712883,0.0004651743,0.0000095068,0.001598518,0.0746444,0.00004504817,0.000207356,0.02665752,0.8935249,0.00002956395],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0975716,0.01337002,0.006912391,0.2835625,0.01293568,0.0001122892,0.0001098114,0.0002632983,0.5851625],"genre_scores_gemma":[0.6108004,0.008171362,0.003453765,0.1213042,0.001505777,0.00009202847,0.0001067917,0.0001300723,0.2544355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0166614,"threshold_uncertainty_score":0.05573797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05958143471561275,"score_gpt":0.3828562239007886,"score_spread":0.3232747891851758,"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."}}