{"id":"W4283217967","doi":"10.1109/tste.2022.3179086","title":"IEEE Industry Applications Society","year":2022,"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; Business; 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":[0.0007948701,0.001474637,0.0006973732,0.002184455,0.001086833,0.003202222,0.0009516843,0.002074323,0.2601703],"category_scores_gemma":[0.00154057,0.0006052563,0.0005648637,0.002190283,0.0005359509,0.001801176,0.001858874,0.002080235,0.3376348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006040179,"about_ca_system_score_gemma":0.001677727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00239818,"about_ca_topic_score_gemma":0.003743409,"domain_scores_codex":[0.9993523,0.0000622726,0.00003377005,0.000117285,0.0003647232,0.00006967015],"domain_scores_gemma":[0.9982401,0.000113687,0.00005080639,0.0003267243,0.001118044,0.0001506939],"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":[0.00005268143,0.0001220081,0.0004316168,0.000153734,0.00001803778,0.0001037187,0.00005167193,0.0006961243,0.004316654,0.007405267,0.4961041,0.4905443],"study_design_scores_gemma":[0.00000563469,0.00002981479,0.0005327705,0.00006567456,0.00001061041,0.0001232097,0.0000326079,0.001274886,0.001079737,0.002177514,0.9946581,0.00000951739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002622174,0.00594849,0.04143821,0.004211943,0.008778874,0.0002056962,0.0009782802,0.003528278,0.9322881],"genre_scores_gemma":[0.006925009,0.002692395,0.003936715,0.0006353536,0.0004921418,0.0000852792,0.001254824,0.0002482904,0.98373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7398297,"threshold_uncertainty_score":0.8703565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00890662127832284,"score_gpt":0.218807547898724,"score_spread":0.2099009266204012,"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."}}