{"id":"W2111717593","doi":"10.47678/cjhe.v45i2.184331","title":"Preparing Students in Professional Programs for Rural Practice: A Case Study","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Queen's University","funders":"","keywords":"Rural management; Experiential learning; Professional development; Rural area; Value (mathematics); Medical education; Reflective practice; Psychology; Pedagogy; Sociology; Rural development; Medicine; Computer science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005778027,0.00113576,0.0009368008,0.001501322,0.01578831,0.004441199,0.003860706,0.007485181,0.004584438],"category_scores_gemma":[0.01084954,0.001137551,0.001019187,0.001234752,0.003389899,0.002136254,0.005285511,0.007173295,0.001293598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003481154,"about_ca_system_score_gemma":0.004926043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003741133,"about_ca_topic_score_gemma":0.0144088,"domain_scores_codex":[0.9945564,0.002722105,0.0001704796,0.000352318,0.0006480592,0.001550654],"domain_scores_gemma":[0.9895962,0.002585469,0.0006845021,0.0003400353,0.0007461799,0.006047696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004353593,0.04154561,0.04666942,0.0008639331,0.00006605745,0.09219317,0.7004173,0.001225217,0.007457555,0.004693346,0.007855327,0.09657775],"study_design_scores_gemma":[0.0001717933,0.009589995,0.02139005,0.0004161169,0.00005528532,0.03599728,0.8784407,0.002182803,0.003385657,0.001399691,0.0468245,0.000146037],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908078,0.0002095496,0.001745755,0.002438338,0.00008207787,0.000472792,0.00002752402,0.00003211409,0.004184008],"genre_scores_gemma":[0.9825832,0.001058044,0.006546513,0.001578279,0.00009348997,0.0004020724,0.00005523509,0.0000430521,0.007640088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01578831,"threshold_uncertainty_score":0.03055751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07538614583735138,"score_gpt":0.4739927290342,"score_spread":0.3986065831968487,"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."}}