{"id":"W2018089025","doi":"10.1007/s11266-009-9080-5","title":"Looking Beyond Traditional Volunteer Management: A Case Study of an Alternative Approach to Volunteer Engagement in Parks and Recreation","year":2009,"lang":"en","type":"article","venue":"VOLUNTAS International Journal of Voluntary and Nonprofit Organizations","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Volunteer; Recreation; Autonomy; Agency (philosophy); Flexibility (engineering); Public relations; Power (physics); Psychology; Sociology; Political science; Management","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":[0.001390499,0.0002383806,0.0003576431,0.0009729471,0.0003796491,0.000136605,0.0004181481,0.00009498918,0.00009817493],"category_scores_gemma":[0.0001935809,0.0002484641,0.00005044111,0.0008810026,0.0001198185,0.001190002,0.0001022155,0.0003481541,0.000001350955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002729687,"about_ca_system_score_gemma":0.0001120605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003424816,"about_ca_topic_score_gemma":0.001983609,"domain_scores_codex":[0.9972187,0.0003549219,0.0008527123,0.0003896744,0.0008994759,0.000284552],"domain_scores_gemma":[0.9981239,0.0001330424,0.0003857715,0.0001651592,0.0009349213,0.0002571685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007778133,0.007076688,0.5734084,0.00007699944,0.001144966,0.002417375,0.3196862,0.003441246,0.001135233,0.0650641,0.0006158785,0.02515509],"study_design_scores_gemma":[0.00880916,0.003494461,0.692165,0.0005145464,0.0006036939,0.002874308,0.2731363,0.006836833,0.0005466746,0.007319481,0.002449584,0.001250036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908377,0.0001255838,0.004991099,0.0004236438,0.0005195704,0.0007266025,0.00003953592,0.00002207046,0.002314186],"genre_scores_gemma":[0.99088,0.0001502783,0.007969593,0.0002680034,0.0005280763,0.00001493765,0.00003723606,0.00002452537,0.0001273271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187566,"threshold_uncertainty_score":0.9999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753127092398604,"score_gpt":0.3118702213355121,"score_spread":0.2843389504115261,"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."}}