{"id":"W7132960879","doi":"","title":"Survey of hospital library managers&apos; attitudes toward volunteers in Ontario hospital libraries","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Workload; Volunteer; Public hospital; Staff management; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002037488,0.0001498204,0.000161482,0.000933957,0.001718205,0.001080389,0.0003039609,0.0002387929,0.002256074],"category_scores_gemma":[0.004357809,0.0002304245,0.0001233325,0.001226946,0.0009240478,0.0004149685,0.0007415342,0.0003179253,0.0003316025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005236422,"about_ca_system_score_gemma":0.006172349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3463358,"about_ca_topic_score_gemma":0.5562398,"domain_scores_codex":[0.9983791,0.0004397516,0.0000949105,0.00007097751,0.0006135043,0.0004018256],"domain_scores_gemma":[0.9937381,0.0007490033,0.002407645,0.00009652878,0.001624803,0.001383977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001277853,0.0001541054,0.9375498,0.0001166032,0.00001108862,0.0002975994,0.04315676,0.00002148389,0.001191913,0.00008572946,0.003230457,0.01405666],"study_design_scores_gemma":[0.00000802077,0.0002187798,0.939298,0.00004504695,0.000005370586,0.00008446658,0.05387752,0.00004975792,0.0001308507,0.00001320067,0.006258156,0.00001077674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983209,0.00008283176,0.0000217713,0.0002154599,0.000003089869,0.00002653802,0.00009020452,0.000002584865,0.001236597],"genre_scores_gemma":[0.9970955,0.0003053961,0.00009318285,0.0002117123,0.00001035876,0.00004790183,0.0001181767,0.000002073789,0.002115727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6536642,"threshold_uncertainty_score":0.6886398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03822950083044856,"score_gpt":0.3352120413563824,"score_spread":0.2969825405259339,"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."}}