{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007908089,0.001471326,0.0007030958,0.002190067,0.001080526,0.003170432,0.0009555749,0.002058149,0.2596408],"category_scores_gemma":[0.00154155,0.0006021836,0.0005663041,0.002201799,0.0005347268,0.001800817,0.001856717,0.002063446,0.3368121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006013514,"about_ca_system_score_gemma":0.001654249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002391085,"about_ca_topic_score_gemma":0.003741345,"domain_scores_codex":[0.9993587,0.00006166106,0.0000336562,0.0001162015,0.0003606789,0.00006894249],"domain_scores_gemma":[0.9982558,0.0001140537,0.00005070099,0.0003246654,0.001105991,0.000148837],"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":[0.00005217038,0.000119496,0.0004284844,0.0001544957,0.00001801664,0.0001030345,0.0000513808,0.0006974347,0.004247386,0.00733914,0.4933139,0.493475],"study_design_scores_gemma":[0.000005590633,0.0000296367,0.0005362843,0.00006620266,0.00001063245,0.000124125,0.00003240002,0.001283081,0.001069825,0.002189954,0.9946429,0.000009539763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00263651,0.00607194,0.04187673,0.004186885,0.008844842,0.0002045665,0.0009902895,0.003529081,0.9316593],"genre_scores_gemma":[0.006934595,0.002735506,0.003967516,0.0006286589,0.0004949142,0.00008485608,0.001278667,0.0002497587,0.9836255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7403592,"threshold_uncertainty_score":0.8685851,"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."}}