{"id":"W1168172320","doi":"10.24908/pceea.v0i0.5859","title":"The Development and Teaching of Corrosion Course in an Engineering Program","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Course (navigation); Corrosion; Mathematics education; Computer science; Engineering education; Engineering; Engineering management; Metallurgy; Materials science; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002560351,0.0004967992,0.0004288624,0.0008039024,0.00186215,0.001862719,0.002614514,0.001084204,0.01136493],"category_scores_gemma":[0.00357266,0.0003033179,0.0003673762,0.000327918,0.0006543725,0.0008576608,0.003538441,0.002256054,0.004414068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002608576,"about_ca_system_score_gemma":0.01087446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002262721,"about_ca_topic_score_gemma":0.007067512,"domain_scores_codex":[0.9988926,0.0002171931,0.00004287317,0.0001833591,0.0004143786,0.0002496266],"domain_scores_gemma":[0.9923604,0.0004326832,0.0002582031,0.0003166347,0.001619315,0.005012776],"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":[0.0004116104,0.02735536,0.01430599,0.0003526961,0.00001153988,0.0008397669,0.004027922,0.00394618,0.04911028,0.01438946,0.07801937,0.8072299],"study_design_scores_gemma":[0.0004271495,0.01775477,0.1176533,0.001130066,0.00004861794,0.002757544,0.01064481,0.01721018,0.08158485,0.01721594,0.7332842,0.0002886134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5925305,0.0008226553,0.1707093,0.01694008,0.002936586,0.01088361,0.0007291488,0.005041085,0.199407],"genre_scores_gemma":[0.4067796,0.0009715169,0.4526457,0.003669711,0.0005191986,0.003782591,0.0009513011,0.0002326393,0.1304477],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01136493,"threshold_uncertainty_score":0.03801948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007052192542448505,"score_gpt":0.2300018098122986,"score_spread":0.2229496172698501,"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."}}