{"id":"W2149420043","doi":"10.1109/fie.1991.187591","title":"Enhancements needed for more viable electronics technologist education","year":2002,"lang":"en","type":"article","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Internship; Troubleshooting; Cognitive reframing; Interpersonal communication; Engineering management; Electronics; Engineering education; Computer science; Medical education; Psychology; Engineering; Electrical engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007441653,0.0003169445,0.0002402579,0.0008134375,0.001823125,0.002679673,0.001039479,0.001753542,0.009767914],"category_scores_gemma":[0.03026899,0.0003300879,0.0003528828,0.0005765763,0.000603548,0.002448662,0.001925537,0.001585419,0.0008579105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002814664,"about_ca_system_score_gemma":0.01612123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044182,"about_ca_topic_score_gemma":0.02459786,"domain_scores_codex":[0.9942339,0.001798097,0.0003328207,0.0004567098,0.001427416,0.001751149],"domain_scores_gemma":[0.9620789,0.01051993,0.003314563,0.001048594,0.005759014,0.01727904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001013426,0.005561569,0.1723197,0.002426904,0.00006425117,0.003504595,0.02364328,0.002331795,0.01720072,0.008804519,0.02854624,0.7345831],"study_design_scores_gemma":[0.0006195946,0.005710483,0.7355322,0.001436853,0.0001634534,0.002792963,0.07781173,0.002929349,0.007782512,0.004230645,0.1608049,0.0001853208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.915171,0.0009395761,0.002890005,0.06228734,0.000318629,0.0007349191,0.0002254139,0.000394198,0.017039],"genre_scores_gemma":[0.9767529,0.0006763798,0.01298688,0.004323061,0.0001689314,0.0003148153,0.0001776437,0.00002710291,0.004572339],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01044182,"threshold_uncertainty_score":0.0393557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007226937771436339,"score_gpt":0.2233341434700535,"score_spread":0.2161072056986172,"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."}}