{"id":"W4239000591","doi":"10.1109/tste.2020.3042037","title":"IEEE industry applications society","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Sustainable Energy","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005973729,0.0001325369,0.0001045574,0.00005836887,0.0002737353,0.0001068081,0.000447632,0.0001361136,0.00003383522],"category_scores_gemma":[0.000002097682,0.0001452781,0.0001093504,0.0007874849,0.00002332465,0.0003034513,0.000003372821,0.0003297618,0.00002284784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147946,"about_ca_system_score_gemma":0.0002037091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005853643,"about_ca_topic_score_gemma":0.000001328771,"domain_scores_codex":[0.9990076,0.00001162616,0.0001534919,0.0003126148,0.0001946534,0.0003200597],"domain_scores_gemma":[0.999264,0.00005719273,0.00003102839,0.0003072919,0.0001269212,0.0002135869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001905089,0.00009747117,0.000001098749,0.00003363225,0.00003459568,0.000004654287,0.0003761029,0.8402176,0.0004255527,0.1487309,0.003056009,0.007020415],"study_design_scores_gemma":[0.0004876655,0.0001502291,0.00002536263,0.00001470451,0.00003094712,0.00001464245,0.001915606,0.5177949,0.03344893,0.004078522,0.4413524,0.0006861351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002013889,0.00003931011,0.9921208,0.005405208,0.0002046984,0.00007647277,0.000002133834,0.0002304335,0.001719563],"genre_scores_gemma":[0.9786387,0.00004179621,0.01409373,0.002253551,0.0001873117,0.0001927115,0.000001423575,0.00001963973,0.004571115],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9784373,"threshold_uncertainty_score":0.5924271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353768407292295,"score_gpt":0.222280353166994,"score_spread":0.2087426690940711,"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."}}