{"id":"W2787252424","doi":"10.33151/ajp.15.1.524","title":"Undergraduate Paramedic Students’ Perceptions of a Community Volunteer Placement","year":2018,"lang":"en","type":"article","venue":"Australasian Journal of Paramedicine","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perception; Exploratory research; Medical education; Psychology; Survey instrument; Medicine; Applied psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004336454,0.0001386003,0.0003636132,0.0002036038,0.0008020445,0.00003754009,0.0009766617,0.00009075338,0.0008633328],"category_scores_gemma":[0.0004248448,0.0001172857,0.0001197982,0.0004086825,0.001126063,0.000143209,0.00009344312,0.00117368,0.00004594039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404575,"about_ca_system_score_gemma":0.0002071683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720576,"about_ca_topic_score_gemma":0.001063036,"domain_scores_codex":[0.9962036,0.001657881,0.0006402676,0.00006747423,0.001101809,0.0003289813],"domain_scores_gemma":[0.9978996,0.0003869135,0.0005476627,0.0003517001,0.0005248542,0.0002892964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004201929,0.002872222,0.3578626,0.0001325067,0.001058077,0.0000548858,0.5384554,0.0001892761,0.0007652669,0.004183365,0.06686596,0.02714024],"study_design_scores_gemma":[0.003101802,0.004213319,0.3026155,0.000832289,0.0003732225,0.00005281044,0.6333379,0.00001623887,0.0001194012,0.00185696,0.05323258,0.0002479554],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803303,0.00005321864,0.0008215052,0.01031733,0.0005485728,0.0001447962,0.000001847656,0.00002071481,0.00776168],"genre_scores_gemma":[0.9968494,0.0001762853,0.0005050852,0.000419687,0.0005163074,0.000002437249,0.000003257728,0.00001135143,0.001516145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09488249,"threshold_uncertainty_score":0.9452888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04338824886845197,"score_gpt":0.3845951546408116,"score_spread":0.3412069057723596,"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."}}