{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003219641,0.0001352258,0.0001943997,0.00001366422,0.001723528,0.00001287332,0.00006672119,0.0001155646,0.00002507026],"category_scores_gemma":[0.00002194072,0.0001144076,0.0001337656,0.0000970684,0.00005329368,0.00007339579,0.0001192622,0.0002119321,0.00001523259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243854,"about_ca_system_score_gemma":0.00004208315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001306776,"about_ca_topic_score_gemma":0.00002831307,"domain_scores_codex":[0.9989661,0.00002123745,0.0002392602,0.0002213075,0.0001213295,0.0004307648],"domain_scores_gemma":[0.9995172,0.0001713072,0.0000715077,0.0001162346,0.00005285987,0.00007088993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008000707,0.0001099927,0.6007788,0.0003968369,0.0004090073,0.000001540962,0.2856272,0.00004293716,0.0002527084,0.04343436,0.06187916,0.006987508],"study_design_scores_gemma":[0.009039347,0.0002764435,0.2236718,0.00121294,0.0002246155,5.912599e-7,0.03715308,0.00002013972,0.0001659717,0.01700144,0.7102627,0.0009709341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704738,0.0009935641,0.003667625,0.01711318,0.0008842921,0.001316166,0.000009724288,0.0002857572,0.005255923],"genre_scores_gemma":[0.9795293,0.0003962242,0.003942649,0.005348074,0.0007434677,0.0004510232,0.0000176504,0.0000442602,0.009527327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6483835,"threshold_uncertainty_score":0.9995761,"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."}}