{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009847956,0.0001341739,0.0001080353,0.0001109634,0.0002040432,0.0001047295,0.0004366586,0.0001591833,0.00007136208],"category_scores_gemma":[8.093881e-7,0.0001439013,0.0001121178,0.0006406673,0.00001794006,0.0003540605,0.000003068556,0.0003098523,0.00006756208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856584,"about_ca_system_score_gemma":0.0002091614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019617,"about_ca_topic_score_gemma":0.000002320332,"domain_scores_codex":[0.998962,0.00001121351,0.0001491516,0.0003125652,0.0002072527,0.0003577434],"domain_scores_gemma":[0.9991152,0.00007353509,0.00003348591,0.0005231475,0.0001399518,0.0001146544],"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":[0.000001325995,0.0001284337,0.000004900368,0.00003102803,0.00003176172,0.000001720406,0.0001318036,0.7746047,0.0004577282,0.2184232,0.001003887,0.005179525],"study_design_scores_gemma":[0.0008992358,0.0002018018,0.0001427624,0.00004346044,0.00003646028,0.00003823583,0.002479893,0.4119306,0.04195524,0.01189648,0.5292284,0.00114743],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001598145,0.00003354274,0.9923329,0.0007373553,0.0005188337,0.0001118572,0.000001498791,0.0001688818,0.004496961],"genre_scores_gemma":[0.9526885,0.00003221035,0.008440667,0.0004687416,0.00008416224,0.0001806301,0.000001347065,0.00001845867,0.03808533],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9838923,"threshold_uncertainty_score":0.5868127,"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."}}