{"id":"W4405674953","doi":"10.24908/pceea.2024.18638","title":"Ontario Engineering Technology to Engineering Transfer Pathway Design Update","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"University of Toronto; York University; University of Windsor","keywords":"Engineering; Technology transfer; Systems engineering; Computer science; Knowledge management","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003036751,0.0002769949,0.0002579495,0.00089624,0.00010004,0.0001615052,0.0003162098,0.0002297255,0.00003292623],"category_scores_gemma":[0.0002534683,0.0002853039,0.0001160007,0.001134559,0.000008740751,0.000271597,0.00002517828,0.0005041009,0.00004615522],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004244094,"about_ca_system_score_gemma":0.0004073344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004019213,"about_ca_topic_score_gemma":0.01026463,"domain_scores_codex":[0.9986898,0.000002308094,0.0002913837,0.0002490809,0.0002599607,0.0005074847],"domain_scores_gemma":[0.9993963,0.0000492705,0.00002594744,0.000122686,0.0001781843,0.0002276672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008646906,0.00009638716,0.01084249,0.002651025,0.001882823,0.000004487029,0.01228678,0.6963022,0.1265073,0.04624413,0.09458487,0.008588949],"study_design_scores_gemma":[0.0002454981,0.00005368658,0.03035966,0.001088872,0.0001838351,0.00003231025,0.0001998987,0.1037025,0.04543263,0.0001392886,0.8172716,0.001290213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435428,0.002036012,0.01273684,0.01402161,0.01659497,0.002267028,0.0001122794,0.003731925,0.004956585],"genre_scores_gemma":[0.9949117,0.00002052878,0.003470171,0.00007170723,0.0002109969,0.0001141845,0.000002792022,0.0001074482,0.001090459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7226868,"threshold_uncertainty_score":0.9999599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004620638542999659,"score_gpt":0.1761135957214353,"score_spread":0.1714929571784356,"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."}}