{"id":"W4239180994","doi":"10.1109/tste.2019.2956619","title":"IEEE industry applications society","year":2019,"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":"Computer science; Engineering; Systems 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007968666,0.001424856,0.0006940511,0.002236007,0.001096797,0.003165814,0.0009560361,0.002078824,0.2572059],"category_scores_gemma":[0.00153408,0.0005882448,0.0005738793,0.002229696,0.0005448026,0.001757911,0.001856795,0.002057238,0.3247366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006185006,"about_ca_system_score_gemma":0.001637137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002340192,"about_ca_topic_score_gemma":0.003643298,"domain_scores_codex":[0.9993497,0.00006276175,0.00003457953,0.0001173336,0.0003663558,0.00006942535],"domain_scores_gemma":[0.9982376,0.000113271,0.00005170034,0.0003283437,0.001122077,0.0001470288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005502763,0.0001216357,0.0004354325,0.0001590652,0.00001918625,0.000107131,0.00005255122,0.0007209525,0.004580915,0.007859234,0.4847099,0.5011791],"study_design_scores_gemma":[0.000005686523,0.00003096438,0.0005527098,0.00006641923,0.00001089606,0.0001258919,0.00003282746,0.00130448,0.001133419,0.00225785,0.994469,0.000009824364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002700624,0.006057819,0.04279051,0.004326759,0.009229925,0.0002085924,0.0009485187,0.003395919,0.9303414],"genre_scores_gemma":[0.00737631,0.002750022,0.004052131,0.0006497767,0.0005255375,0.00008670496,0.001243002,0.0002384429,0.9830782],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2572059,"threshold_uncertainty_score":0.8604395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006682364941737042,"score_gpt":0.2148043793506126,"score_spread":0.2081220144088756,"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."}}