{"id":"W1557216421","doi":"","title":"Current Trends in the Selection, Training and Support of Australian and Canadian Volunteers: The Issue of Volunteer Stress","year":2007,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Public relations; Training (meteorology); Project commissioning; Medical education; Software deployment; Personnel selection; Publishing; Volunteer; Selection (genetic algorithm); Psychology; Political science; Medicine; Management; Sociology; Engineering; Law; Social science","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":[0.004735969,0.0002772376,0.0003533278,0.001913179,0.007334445,0.002923297,0.001533743,0.0007590869,0.002840582],"category_scores_gemma":[0.007982503,0.0002783131,0.0002402463,0.004229764,0.002436612,0.0008868125,0.002540288,0.001067222,0.0002641265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01899637,"about_ca_system_score_gemma":0.04407672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.964218,"about_ca_topic_score_gemma":0.9804533,"domain_scores_codex":[0.996561,0.0006263584,0.0001528324,0.000368319,0.001072881,0.001218618],"domain_scores_gemma":[0.986584,0.001207779,0.001267261,0.0002441886,0.006206189,0.004490667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006138448,0.0001466938,0.3471631,0.00166798,0.00006019929,0.0006940995,0.2883252,0.0002141633,0.002742577,0.004232644,0.02108582,0.3330537],"study_design_scores_gemma":[0.00001248891,0.0001523179,0.7371311,0.0004978133,0.0000280479,0.0003007074,0.1935539,0.0001580985,0.0002336346,0.0003199329,0.06752355,0.00008839045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571583,0.009467128,0.000342569,0.01284306,0.0001671909,0.00005950049,0.0003917359,0.00003263972,0.01953778],"genre_scores_gemma":[0.9846155,0.008116375,0.0007003485,0.001137255,0.00002998448,0.00004745563,0.0002386457,0.00001354679,0.00510084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03578198,"threshold_uncertainty_score":0.137829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180202826145401,"score_gpt":0.2524827283016152,"score_spread":0.2344624456870751,"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."}}