{"id":"W2138867811","doi":"10.22230/cjnser.2011v2n2a91","title":"Volunteer Administration: Professional Practice","year":2011,"lang":"en","type":"article","venue":"Canadian journal of nonprofit and social economy research","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volunteer; Administration (probate law); Medical education; Psychology; Medicine; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006408434,0.0002990413,0.000399487,0.0005489656,0.00654577,0.008618403,0.0007837289,0.002627016,0.02256832],"category_scores_gemma":[0.01117969,0.0002841959,0.0001872335,0.001026402,0.006074971,0.004931495,0.005790472,0.004305161,0.01022375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003307406,"about_ca_system_score_gemma":0.01973501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004511069,"about_ca_topic_score_gemma":0.009288811,"domain_scores_codex":[0.9934667,0.004075437,0.0001581121,0.0003582682,0.001260968,0.0006806517],"domain_scores_gemma":[0.991454,0.001717438,0.0003512898,0.0004491582,0.001623934,0.004404231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001238232,0.00009891552,0.0004885696,0.0001669821,0.000001939694,0.0001084571,0.01413866,0.00006349034,0.0001635373,0.05390406,0.8348706,0.09598244],"study_design_scores_gemma":[0.000003952793,0.00002100803,0.0004988789,0.0003752312,5.26736e-7,0.0000939786,0.01097401,0.00007061243,0.00002966676,0.01172064,0.9762059,0.000005580597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01124542,0.05213492,0.008759148,0.398273,0.01545422,0.0001962924,0.00007321963,0.0005250399,0.5133387],"genre_scores_gemma":[0.1871331,0.02865783,0.006322209,0.06249484,0.004328638,0.0004149342,0.0001308278,0.0003036714,0.7102139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02256832,"threshold_uncertainty_score":0.07549852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1626945148364788,"score_gpt":0.4111896436763818,"score_spread":0.248495128839903,"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."}}