{"id":"W4323896472","doi":"10.1007/978-3-031-22856-8_17","title":"Making Career Development Sustainable: A Senior Capstone Course Case Study","year":2023,"lang":"en","type":"book-chapter","venue":"World sustainability series","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Curriculum; Sustainable development; Capstone; Political science; Education for sustainable development; Pedagogy; Portfolio; Curriculum development; Sociology; Engineering ethics; Economic growth; Public relations; Engineering; Business; Finance; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003069026,0.0006440385,0.0003614258,0.001034833,0.01772031,0.004865694,0.002446166,0.003652612,0.009836095],"category_scores_gemma":[0.004541587,0.0003600161,0.0003984728,0.001535061,0.00241936,0.002235475,0.0048911,0.004561394,0.002022404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004855212,"about_ca_system_score_gemma":0.005442436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01692846,"about_ca_topic_score_gemma":0.06216983,"domain_scores_codex":[0.9979787,0.0007140146,0.00003280925,0.000110117,0.0003008159,0.0008634557],"domain_scores_gemma":[0.9944871,0.001032948,0.0001798,0.0001511054,0.0004813388,0.003667655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008185848,0.02620265,0.04819835,0.0004214389,0.00005480694,0.05021846,0.3736455,0.002398252,0.003319508,0.06458513,0.1542107,0.2759266],"study_design_scores_gemma":[0.0001289468,0.002200043,0.02321152,0.0003158579,0.00003157309,0.007354959,0.7309014,0.00258039,0.002204208,0.00591053,0.2250719,0.00008863494],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8783517,0.0003419039,0.00225247,0.01109642,0.0003780924,0.0002424843,0.0001813917,0.00006835385,0.1070871],"genre_scores_gemma":[0.9124815,0.0006894596,0.00259481,0.00197926,0.00009102633,0.0001456565,0.00014372,0.00005360621,0.08182091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01772031,"threshold_uncertainty_score":0.03522724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247910770797654,"score_gpt":0.2873568642948839,"score_spread":0.2625657872151185,"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."}}