{"id":"W2381780646","doi":"","title":"Discussion for Model of Engineering Personnel Training of Alberta University in Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Chongqing University. English Edition","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); China; Curriculum; Engineering management; Engineering; Medical education; Engineering education; Mathematics education; Engineering ethics; Computer science; Political science; Psychology; Pedagogy; Medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003086563,0.0003432426,0.000241508,0.0008170977,0.001956596,0.002157381,0.00142791,0.0009650605,0.0349355],"category_scores_gemma":[0.000961125,0.0001752424,0.0004887216,0.000926294,0.0006317412,0.0008909047,0.0005617269,0.0008841167,0.001909864],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01895719,"about_ca_system_score_gemma":0.01402992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8965952,"about_ca_topic_score_gemma":0.850961,"domain_scores_codex":[0.9996921,0.00004260152,0.000006574632,0.00005151399,0.0001044358,0.0001028633],"domain_scores_gemma":[0.9996877,0.00004064993,0.00001638395,0.000008070305,0.000186853,0.00006043517],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007429352,0.00006620266,0.009368652,0.00007557265,0.00001457103,0.0004413755,0.001192729,0.1695575,0.0006959343,0.735453,0.06026645,0.02279365],"study_design_scores_gemma":[0.00009198131,0.00006088691,0.02118004,0.0002040617,0.00006029377,0.000237455,0.004355385,0.5830202,0.0006539059,0.1036063,0.2864279,0.0001015018],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1370853,0.001610895,0.07514822,0.01621195,0.000411978,0.0002617276,0.005933634,0.00049291,0.7628434],"genre_scores_gemma":[0.70083,0.001216399,0.01339146,0.0004111294,0.00005917794,0.0002201251,0.001680875,0.00008420512,0.2821067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9996914,"threshold_uncertainty_score":0.2080274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778902557657924,"score_gpt":0.2197442376517919,"score_spread":0.2019552120752127,"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."}}