{"id":"W2435438145","doi":"10.32920/ryerson.14638704","title":"Structuring student volunteering programs to the benefit of students and the community: the Ontario experience","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Voluntary sector; Public relations; Structuring; Paragraph; Voluntary association; Service (business); Business; Political science; Public sector; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003869255,0.0002663529,0.0003073437,0.0005070302,0.03056848,0.004801846,0.001710048,0.001764605,0.009243317],"category_scores_gemma":[0.005729627,0.0003365504,0.0002538079,0.001962827,0.005478139,0.001881348,0.005587347,0.001723442,0.0006919417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06097037,"about_ca_system_score_gemma":0.143715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9597701,"about_ca_topic_score_gemma":0.993083,"domain_scores_codex":[0.9965852,0.001132621,0.00006566853,0.0001476774,0.0005934839,0.001475166],"domain_scores_gemma":[0.9858342,0.001143214,0.0003075041,0.0003305383,0.001950203,0.0104343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002765124,0.0005837373,0.03341179,0.0003211812,0.00001541804,0.001340703,0.7585913,0.0003366045,0.001451626,0.01709789,0.1108937,0.07567963],"study_design_scores_gemma":[0.00005265819,0.0001736734,0.03584144,0.0001281619,0.000009153963,0.0001393081,0.3968771,0.0002219454,0.0003124526,0.001046443,0.5651448,0.00005283576],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7807359,0.001579152,0.001225529,0.0625841,0.000632614,0.0008104566,0.0004966576,0.0001102202,0.1518253],"genre_scores_gemma":[0.8720427,0.002252494,0.001803676,0.003185365,0.0001357596,0.0002806935,0.0001932181,0.00009418315,0.1200119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06097037,"threshold_uncertainty_score":0.442373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04024595395583102,"score_gpt":0.3297923599524708,"score_spread":0.2895464059966398,"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."}}