{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004382103,0.00008693209,0.0001833091,0.0003021654,0.001808148,0.0001925618,0.0003146549,0.0001714308,0.001167467],"category_scores_gemma":[0.000515416,0.00008770772,0.00007238125,0.0002434729,0.0007671773,0.000856299,0.00002202956,0.0006561531,0.00003236172],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002907278,"about_ca_system_score_gemma":0.006859628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02740151,"about_ca_topic_score_gemma":0.09012732,"domain_scores_codex":[0.9981927,0.0004642045,0.0003191115,0.0001444772,0.0003046639,0.0005748211],"domain_scores_gemma":[0.997754,0.0002195265,0.0001469112,0.00007020897,0.001125405,0.0006838899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003374395,0.0001112267,0.1626734,0.00007809068,0.0001896351,0.0006039708,0.2688947,9.172268e-8,0.00004160078,0.519252,0.03391228,0.01390551],"study_design_scores_gemma":[0.0004146548,0.0002763694,0.02595208,0.00004055857,0.00001969493,0.0000541097,0.08544142,0.000003027805,0.00008186796,0.008779351,0.8787315,0.0002054086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.449679,0.000610136,0.00002870486,0.01196212,0.0009055425,0.0003606213,0.00000749671,0.00001027257,0.5364361],"genre_scores_gemma":[0.9942877,0.00002585761,0.0003109906,0.0002394071,0.001364258,0.000008292492,0.000001083112,0.00001227646,0.003750118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8448192,"threshold_uncertainty_score":0.9997456,"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."}}