{"id":"W4242732822","doi":"10.1109/tii.2015.2396693","title":"IEEE Industrial Electronics Society Information","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Informatics","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Electronics; Engineering; Manufacturing engineering; Computer science; 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":[0.0008671258,0.00125518,0.0008623345,0.003261572,0.001085542,0.003620985,0.001009485,0.001674302,0.2344094],"category_scores_gemma":[0.001888674,0.0006185024,0.0004734261,0.003381403,0.0004571553,0.002846079,0.00148906,0.001941761,0.172956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008906263,"about_ca_system_score_gemma":0.001722084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002938515,"about_ca_topic_score_gemma":0.003922725,"domain_scores_codex":[0.9994231,0.00006338594,0.00003598351,0.00008124996,0.0003371732,0.00005914392],"domain_scores_gemma":[0.9983566,0.0001654488,0.00006262188,0.0003840612,0.0008982312,0.0001330801],"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":[0.00005846122,0.0000884566,0.0003896335,0.0001656073,0.00001531577,0.00007023701,0.00004000245,0.0007153081,0.002462945,0.009413866,0.4628768,0.5237034],"study_design_scores_gemma":[0.00001094538,0.00004648506,0.0009585045,0.0001009241,0.00002406293,0.0001219429,0.00003503657,0.002290189,0.001917809,0.003906801,0.9905719,0.00001546833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003659496,0.01139775,0.07312008,0.006089835,0.008476238,0.0002694637,0.003142299,0.006458022,0.8873869],"genre_scores_gemma":[0.02124077,0.007024643,0.01062961,0.000998472,0.001424945,0.0001306628,0.006353734,0.0005847468,0.9516124],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7655906,"threshold_uncertainty_score":0.7841776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07669049980810946,"score_gpt":0.2550294531035661,"score_spread":0.1783389532954566,"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."}}