{"id":"W7097546565","doi":"","title":"57 Copyright © Canadian Academy of Oriental and Occidental Culture Discussion on the Task Driven Method in the Teaching of Automation Technology","year":2015,"lang":"en","type":"article","venue":"","topic":"Mechatronics Education and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Task (project management); Automation; Task analysis; Information technology","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":[],"consensus_categories":[],"category_scores_codex":[0.00229271,0.0003077513,0.000236851,0.001193533,0.01098692,0.008127254,0.0007747281,0.001963664,0.04246538],"category_scores_gemma":[0.002985678,0.0002129263,0.0002632647,0.002359215,0.00841165,0.001537643,0.001955088,0.002527048,0.0031629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02934628,"about_ca_system_score_gemma":0.04373996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.886049,"about_ca_topic_score_gemma":0.8953089,"domain_scores_codex":[0.9983693,0.0003132251,0.00007094819,0.0001660905,0.0006307916,0.0004497143],"domain_scores_gemma":[0.9969265,0.0007189337,0.0001060813,0.0001606442,0.001632924,0.0004548616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005782597,0.00005051305,0.004440641,0.0003515951,0.00001679797,0.0006440986,0.02131081,0.0002831043,0.001260758,0.4048777,0.4887385,0.07796774],"study_design_scores_gemma":[0.000004221582,0.000004893246,0.005453583,0.0001993562,0.000006703324,0.00007177109,0.007464099,0.00004010439,0.0001979769,0.002061717,0.9844802,0.00001548358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01721117,0.01226344,0.0006152321,0.1100268,0.00454891,0.00003215024,0.0002380407,0.00004714949,0.855017],"genre_scores_gemma":[0.3283511,0.02174614,0.002433842,0.04075865,0.0007400609,0.0000589488,0.0001936964,0.0001157148,0.6056018],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.886049,"threshold_uncertainty_score":0.2292441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149872690673905,"score_gpt":0.2981002535008935,"score_spread":0.283112984433503,"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."}}