{"id":"W2418694099","doi":"10.1155/2016/2569732","title":"Perceptions of the Role of Short-Term Volunteerism in International Development: Views from Volunteers, Local Hosts, and Community Members","year":2016,"lang":"en","type":"article","venue":"Journal of Tropical Medicine","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"Connaught Fund; University of Toronto","keywords":"Thematic analysis; Perception; Stakeholder; General partnership; Community development; Public relations; Psychology; Qualitative research; Political science; Sociology; Social science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007562457,0.0001115336,0.0003951049,0.0001455347,0.0001426679,0.000006366323,0.0005114367,0.0001041758,0.0004411681],"category_scores_gemma":[0.0005829587,0.00006029348,0.00009257894,0.0001530397,0.0009153953,0.0001478424,0.0001159708,0.0004022967,0.000001248224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352477,"about_ca_system_score_gemma":0.0002242077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002397291,"about_ca_topic_score_gemma":0.005326204,"domain_scores_codex":[0.9977744,0.0004180479,0.0008428983,0.00009081126,0.0007030758,0.00017072],"domain_scores_gemma":[0.9988234,0.0003712653,0.0002960229,0.0001421659,0.0002228469,0.0001442761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001808519,0.0002736781,0.8135104,0.00001420458,0.0001390044,0.000007257197,0.1097887,0.000002697851,0.007185135,0.0001868574,0.001180514,0.06753074],"study_design_scores_gemma":[0.0008582129,0.0001196129,0.9388542,0.0006208043,0.00003038839,0.000006584707,0.03538432,0.00001505955,0.0003302998,0.0006149585,0.02309161,0.00007401158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926352,0.0008685685,0.001933206,0.003185215,0.0005787559,0.0001003331,0.000006958481,0.000004333346,0.0006874219],"genre_scores_gemma":[0.9979658,0.0006687071,0.0008826448,0.00007909266,0.0002618519,0.000002108371,0.00000107235,0.000006608446,0.0001321727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253438,"threshold_uncertainty_score":0.4830481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025379885501535,"score_gpt":0.2940429687863461,"score_spread":0.2737891699313307,"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."}}