{"id":"W2994558335","doi":"","title":"Reform of Training Ways of Engineering Practice and Innovation Ability for Petroleum Engineering Students","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Mode (computer interface); Mathematics education; Engineering management; Teaching and learning center; Computer science; Teaching method; Engineering; Engineering ethics; Psychology; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007139436,0.00008446812,0.0001447512,0.0002712641,0.00002709516,0.00001377136,0.0001596015,0.00004540791,0.000003948625],"category_scores_gemma":[0.0001909566,0.00009156371,0.00001758725,0.0009452145,0.00005883594,0.0002938267,0.00002081112,0.00006988426,2.383202e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512312,"about_ca_system_score_gemma":0.0002435697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009811583,"about_ca_topic_score_gemma":5.364318e-8,"domain_scores_codex":[0.9990748,0.000003475687,0.0003323383,0.0001138727,0.0003328766,0.0001426349],"domain_scores_gemma":[0.9991898,0.00004372097,0.0001103908,0.00008593134,0.000520315,0.00004987389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002278063,0.0004979922,0.002748939,0.001766741,0.0001001682,1.261358e-7,0.03796064,0.02382916,0.1589757,0.7672701,0.001350687,0.005476945],"study_design_scores_gemma":[0.001699449,0.000277154,0.7769309,0.0004182019,0.0001036208,0.000009020944,0.01718283,0.01793193,0.07418454,0.0007305989,0.1094755,0.001056295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868298,0.0001126791,0.005704122,0.0004295231,0.001529223,0.0002434662,0.000004944066,0.00008339504,0.005062906],"genre_scores_gemma":[0.9871096,0.000002749389,0.01267491,0.00003492043,0.00008168223,0.0000366934,0.000003910699,0.0000105782,0.00004497543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7741819,"threshold_uncertainty_score":0.373386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0395137082439776,"score_gpt":0.3182071418429087,"score_spread":0.2786934335989311,"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."}}