{"id":"W132030929","doi":"10.5006/c2000-00478","title":"A Corrosion Engineering Training Model","year":2000,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Royal Military College of Canada","funders":"","keywords":"Corrosion; Training (meteorology); Materials science; Metallurgy; Computer science; Physics","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":[0.0005899241,0.0004762555,0.0001564319,0.0004866718,0.0007208586,0.001148712,0.001193656,0.0008984665,0.01661951],"category_scores_gemma":[0.0009389883,0.0001736547,0.0002856571,0.0003416875,0.0005955527,0.0009691534,0.00109801,0.0008546073,0.002849388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481168,"about_ca_system_score_gemma":0.002162072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006139759,"about_ca_topic_score_gemma":0.005247233,"domain_scores_codex":[0.9994622,0.0001519067,0.00001937209,0.00008934358,0.0001795506,0.0000976248],"domain_scores_gemma":[0.9993753,0.0001543886,0.0000534726,0.00003717765,0.000236917,0.0001427574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003316564,0.001815148,0.007439269,0.0004028012,0.00002531349,0.0005394098,0.00232753,0.2380986,0.008621921,0.5285959,0.02558373,0.1862187],"study_design_scores_gemma":[0.0002487127,0.001475521,0.005181545,0.0004025553,0.00003695026,0.0006971121,0.00217977,0.6853111,0.00848025,0.1014824,0.1944186,0.00008530224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1726758,0.0003139204,0.3109209,0.009604193,0.0003490772,0.001144764,0.0006034919,0.0006820568,0.5037056],"genre_scores_gemma":[0.8196781,0.0003880442,0.07074048,0.0005343513,0.00004246326,0.000694004,0.0003634471,0.00006324642,0.1074958],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01661951,"threshold_uncertainty_score":0.05559778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018054679015976,"score_gpt":0.1863384911289825,"score_spread":0.1761579443388228,"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."}}