{"id":"W1957354588","doi":"10.24908/pceea.v0i0.5773","title":"IMPLEMENTING EXPERIENTIAL EDUCATION ON ENGINEERING AND SOCIETY","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Facilitator; Experiential learning; Engineering ethics; Context (archaeology); Experiential education; Reflexivity; Institution; Engineering education; Knowledge management; Sociology; Pedagogy; Public relations; Psychology; Computer science; Engineering; Engineering management; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004249208,0.000221563,0.0001662613,0.0002490937,0.0001255788,0.0001356813,0.0002090964,0.0001424467,0.00001664445],"category_scores_gemma":[0.000359618,0.0002334779,0.00007875219,0.0004925551,0.00001001041,0.0002237588,0.00003190572,0.0002500626,0.000008780307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002371051,"about_ca_system_score_gemma":0.00073145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007131533,"about_ca_topic_score_gemma":0.0002675859,"domain_scores_codex":[0.9986994,0.000003128207,0.0003169334,0.0001971678,0.0003488588,0.0004345701],"domain_scores_gemma":[0.9989855,0.00002423923,0.0001208755,0.000109765,0.0003881041,0.0003715002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005881028,0.000392201,0.05712168,0.001876186,0.0006706889,1.721536e-7,0.0313359,0.05779758,0.01538043,0.06868371,0.7519932,0.01474237],"study_design_scores_gemma":[0.0008201589,0.00005299596,0.1169789,0.00074397,0.000123531,0.00002076939,0.007028749,0.06431144,0.01691688,0.0001894737,0.7912942,0.001518976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778108,0.0004279067,0.000100446,0.001521941,0.007840735,0.0006059179,0.00001748906,0.0004610648,0.01121367],"genre_scores_gemma":[0.995244,0.00002125758,0.002932559,0.0001902011,0.000342893,0.0001462014,0.00001561062,0.00006082384,0.001046424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06849423,"threshold_uncertainty_score":0.9520952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005197388543891937,"score_gpt":0.1989388416288958,"score_spread":0.1937414530850039,"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."}}