{"id":"W4406886477","doi":"10.5206/cjsotlrcacea.2024.3.17216","title":"Not Just Plug and Play: Integrating Professional Skills Development into Undergraduate Experiential Learning Courses","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Experiential learning; Experiential education; Pedagogy; Mathematics education; Psychology; Professional development","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":[0.00302462,0.0005112464,0.000360969,0.0006847722,0.0004718456,0.001517963,0.001451256,0.0004634731,0.001550713],"category_scores_gemma":[0.00769073,0.0003110355,0.0003344548,0.0003832516,0.0007238952,0.001477027,0.003565762,0.0009564196,0.0003541329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008780378,"about_ca_system_score_gemma":0.00254002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009545734,"about_ca_topic_score_gemma":0.001703752,"domain_scores_codex":[0.9978614,0.0007649623,0.00008616404,0.0002822765,0.0006249952,0.0003802363],"domain_scores_gemma":[0.9965439,0.001329174,0.0003002067,0.0003222459,0.0002154056,0.001289028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001182722,0.02629276,0.02180576,0.0004386458,0.00005738136,0.0002522662,0.007235479,0.00449681,0.04432934,0.004799923,0.001234596,0.8878743],"study_design_scores_gemma":[0.003558347,0.1706621,0.3379668,0.001315984,0.0008055547,0.003898584,0.02456276,0.1016926,0.193381,0.0367225,0.1248734,0.0005604831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674789,0.0001204801,0.02575147,0.0002214904,0.0000426149,0.0004803235,0.00002418528,0.0003337854,0.005546821],"genre_scores_gemma":[0.9302187,0.0001287814,0.06708748,0.0001214695,0.0000164971,0.0002740452,0.00005509008,0.00003259021,0.002065381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00302462,"threshold_uncertainty_score":0.01599592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499542840711193,"score_gpt":0.316543374060392,"score_spread":0.27154794565328,"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."}}