{"id":"W4200432262","doi":"10.1109/tste.2021.3131897","title":"IEEE industry applications society","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Sustainable Energy","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Computer science; Engineering; Electrical engineering","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":[0.00008126208,0.0001263767,0.0001030928,0.00007639302,0.0003291346,0.0001366775,0.0003192127,0.000154058,0.00005305399],"category_scores_gemma":[0.000002231906,0.0001442775,0.0001222257,0.0008744847,0.00002229949,0.0002871288,0.000003726989,0.0003097671,0.0000145938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806637,"about_ca_system_score_gemma":0.0004378276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006377299,"about_ca_topic_score_gemma":0.000006318498,"domain_scores_codex":[0.9989594,0.00001655118,0.0001539262,0.0003248147,0.0002015638,0.0003437622],"domain_scores_gemma":[0.9989945,0.00007763009,0.00002776666,0.0005000476,0.0002690777,0.0001309428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[8.45503e-7,0.0002291415,0.000001396935,0.00003049743,0.00004781922,0.00001788791,0.0001620566,0.7016164,0.0007594794,0.2851511,0.002005923,0.009977445],"study_design_scores_gemma":[0.0006491239,0.00007798329,0.00007057477,0.00003811178,0.00004956069,0.000116145,0.003270101,0.1872595,0.1711246,0.01705048,0.6193244,0.0009695048],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0003089354,0.00009386192,0.9942706,0.001588441,0.0004131303,0.00004637924,0.000002055427,0.0001521234,0.003124494],"genre_scores_gemma":[0.9322658,0.000110785,0.02583986,0.0008837858,0.0001553491,0.0002480396,0.000003344858,0.00002232805,0.04047074],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9684307,"threshold_uncertainty_score":0.5883465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009481953432038993,"score_gpt":0.2264194673415103,"score_spread":0.2169375139094713,"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."}}