{"id":"W4391578243","doi":"10.18260/1-2--41972","title":"Breaking Boundaries: An Organized Revolution for the Professional Formation of Electrical Engineers","year":2024,"lang":"en","type":"article","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"National Science Foundation","keywords":"Computer science; Engineering ethics; Engineering","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":[0.008844424,0.0003725281,0.0002495178,0.0007782732,0.009913969,0.01022838,0.001395551,0.002809035,0.008106668],"category_scores_gemma":[0.01587504,0.0002415755,0.0003834422,0.0007223148,0.01249783,0.008814737,0.009855849,0.006390918,0.001714932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003291088,"about_ca_system_score_gemma":0.01638366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855788,"about_ca_topic_score_gemma":0.003675555,"domain_scores_codex":[0.9940075,0.003723048,0.0001142,0.0003882847,0.00096046,0.0008065972],"domain_scores_gemma":[0.985564,0.005280724,0.001078296,0.001750701,0.001130414,0.005195927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007508463,0.0002774865,0.001391978,0.0001070646,0.0000123712,0.00009671188,0.02774417,0.0005499345,0.001029202,0.7903768,0.05968487,0.1186544],"study_design_scores_gemma":[0.00008709599,0.0001752856,0.002357323,0.000254511,0.000006716896,0.00008158792,0.02793911,0.001008955,0.001006992,0.3833256,0.5837303,0.00002660012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1690237,0.004189631,0.04925235,0.2939105,0.004338864,0.0002078728,0.00008588591,0.0004826701,0.4785084],"genre_scores_gemma":[0.9001828,0.001615052,0.01756816,0.01432987,0.0009523237,0.0002524487,0.00008282161,0.0002227483,0.06479389],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01022838,"threshold_uncertainty_score":0.04677433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006748971124444608,"score_gpt":0.2467192794612169,"score_spread":0.2399703083367723,"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."}}