{"id":"W4366525732","doi":"10.1177/10538259231154888","title":"The Impact of Experiential Learning on Professional Identity: Comparing Community Service-Learning to Traditional Practica Pedagogy","year":2023,"lang":"en","type":"article","venue":"Journal of Experiential Education","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Practicum; Experiential learning; Pedagogy; Experiential education; Service-learning; Psychology; Social work; Experiential knowledge; Medical education; Sociology; Political science; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004172879,0.0001467872,0.0002511047,0.000337103,0.004104996,0.0002704912,0.000731579,0.00008862172,0.0003636242],"category_scores_gemma":[0.001828536,0.0001209217,0.0002143547,0.0009770881,0.0001205594,0.0006716596,0.0001707941,0.001623257,0.00005091252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003195695,"about_ca_system_score_gemma":0.001490611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004459211,"about_ca_topic_score_gemma":0.0006092474,"domain_scores_codex":[0.9943722,0.003552091,0.0005728545,0.0001154607,0.00105023,0.0003371748],"domain_scores_gemma":[0.9967178,0.00115174,0.000779524,0.0002355096,0.0008872509,0.0002282275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008399886,0.001814438,0.00817498,0.00003721501,0.0002246372,0.000002936775,0.9249422,0.0259218,0.003728129,0.006829775,0.00771199,0.01977193],"study_design_scores_gemma":[0.0005085536,0.0008837078,0.03829565,0.0002869143,0.00003969116,0.000009927809,0.8903613,0.0004265071,0.0003427855,0.0004516745,0.06818826,0.0002050376],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890578,0.00004338918,0.000161882,0.002847286,0.00272963,0.0001958862,9.597045e-7,0.00004564482,0.004917495],"genre_scores_gemma":[0.9979608,0.00005835338,0.000154373,0.0001043832,0.0008232679,0.00003365111,0.00002968537,0.00001969123,0.000815771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06047627,"threshold_uncertainty_score":0.9971915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114732689850629,"score_gpt":0.4694685656368868,"score_spread":0.3547358757862578,"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."}}