{"id":"W2122993439","doi":"10.1111/padm.12060","title":"GOVERNMENT FUNDING, EMPLOYMENT CONDITIONS, AND WORK ORGANIZATION IN NON‐PROFIT COMMUNITY SERVICES: A COMPARATIVE STUDY","year":2014,"lang":"en","type":"article","venue":"Public Administration","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Outsourcing; Recession; Business; Work (physics); Public sector; Vulnerability (computing); Government (linguistics); Competition (biology); Industrial relations; Labour economics; Private sector; Economics; Public economics; Economic growth; Marketing; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.001648844,0.00008783119,0.000129426,0.00005670774,0.0007176956,0.0002017481,0.0001274541,0.00007225451,0.0001176451],"category_scores_gemma":[0.0001544204,0.00009421126,0.00000672771,0.0007406934,0.00007331566,0.0003463462,0.00003369043,0.0001832079,0.00001214431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002402658,"about_ca_system_score_gemma":0.0001452091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002846017,"about_ca_topic_score_gemma":0.04733625,"domain_scores_codex":[0.9982118,0.0007709237,0.0002856011,0.0001489296,0.0004009308,0.0001818038],"domain_scores_gemma":[0.9992358,0.0001391061,0.0001454,0.0001416321,0.0002293942,0.0001086601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001102492,0.0005181217,0.818145,0.0000267087,0.00001256308,5.589976e-7,0.05703191,4.250937e-7,0.00001187437,0.1222999,0.0001260504,0.001815817],"study_design_scores_gemma":[0.0005434686,0.0003284091,0.767949,0.00002867958,0.000005848852,4.353525e-7,0.2181718,0.00004740611,0.00003164458,0.0004932429,0.01224969,0.0001503261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762573,0.000005542224,0.0002584421,0.01867153,0.00008661402,0.0005770913,0.000005396832,0.00005278882,0.004085336],"genre_scores_gemma":[0.9992341,0.00001201982,0.00004788061,0.0003632202,0.00006554049,0.00006141957,0.00007904581,0.000006055407,0.0001307502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1611399,"threshold_uncertainty_score":0.9700474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025330945643539,"score_gpt":0.3923508044582871,"score_spread":0.2898177098939332,"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."}}