{"id":"W4246639615","doi":"10.1109/tii.2014.2321468","title":"IEEE Industrial Electronics Society Information","year":2014,"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; Computer science; Engineering; Manufacturing 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":[],"consensus_categories":[],"category_scores_codex":[0.0008773968,0.001253752,0.0008577887,0.003252363,0.001094555,0.003654111,0.001010532,0.001700119,0.2360341],"category_scores_gemma":[0.001872312,0.000618533,0.0004791826,0.003397022,0.0004641938,0.002845391,0.001495568,0.00195556,0.1728341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008966112,"about_ca_system_score_gemma":0.001727471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002926424,"about_ca_topic_score_gemma":0.003922469,"domain_scores_codex":[0.999416,0.00006484322,0.00003601972,0.00008297015,0.0003399568,0.00006028338],"domain_scores_gemma":[0.9983559,0.0001664613,0.00006183946,0.000379322,0.0009023583,0.0001339852],"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":[0.00005934337,0.00009018991,0.0003986016,0.000165409,0.0000154865,0.00007116717,0.00004074995,0.0007065675,0.002515581,0.00942348,0.4593227,0.5271907],"study_design_scores_gemma":[0.00001094435,0.0000469536,0.0009658006,0.0000997823,0.00002445408,0.0001231323,0.000035756,0.002206861,0.001888191,0.003839964,0.9907429,0.00001535742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003708491,0.0115099,0.07118171,0.006230096,0.008637218,0.0002645704,0.003009109,0.00627881,0.8891801],"genre_scores_gemma":[0.02110653,0.007002842,0.01027593,0.001013192,0.001433913,0.0001280807,0.006034545,0.0005721803,0.9524329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2360341,"threshold_uncertainty_score":0.7896129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03398597165046054,"score_gpt":0.2314836175473989,"score_spread":0.1974976458969383,"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."}}