{"id":"W2093222845","doi":"10.1177/0899764009359943","title":"Managing Expressive and Instrumental Accountabilities in Nonprofit and Voluntary Organizations: A Qualitative Investigation","year":2010,"lang":"en","type":"article","venue":"Nonprofit and Voluntary Sector Quarterly","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Accountability; Public relations; Qualitative research; Business; Psychology; Sociology; Political science; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00090038,0.0003597018,0.0003899798,0.00032386,0.0007346675,0.000314748,0.00019937,0.0002538188,0.0001934982],"category_scores_gemma":[0.0001164463,0.0003803113,0.00003677778,0.0005390714,0.0009878613,0.001735095,0.00007811058,0.0005764278,0.000007389272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139342,"about_ca_system_score_gemma":0.0001649522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04362736,"about_ca_topic_score_gemma":0.06902964,"domain_scores_codex":[0.9975381,0.0003085756,0.0004816084,0.0007037484,0.0003895815,0.0005783105],"domain_scores_gemma":[0.998796,0.0003561739,0.0001586992,0.0002308385,0.0001539345,0.0003043434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005464295,0.00002827342,0.6703336,0.0001126476,0.00003451549,0.00000849474,0.3106452,2.231192e-7,0.009992837,0.004144203,0.00006541983,0.004579922],"study_design_scores_gemma":[0.001833084,0.0005068828,0.5712279,0.0002218157,0.00007281484,0.00002947101,0.4021488,0.0007180709,0.0009618026,0.0207439,0.0005571014,0.0009784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963572,0.0004347775,0.00005936431,0.0009720377,0.0005757874,0.0007917976,0.00006049909,0.0001252906,0.0006232141],"genre_scores_gemma":[0.9976845,0.0001029202,0.001066447,0.0002612269,0.0004322763,0.00008845849,0.00005906101,0.00004559049,0.000259489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09910572,"threshold_uncertainty_score":0.9998649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356816560060802,"score_gpt":0.2908721321152823,"score_spread":0.2773039665146743,"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."}}