{"id":"W4229509567","doi":"10.1109/tie.2014.2302573","title":"IEEE Industrial Electronics Society Information","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","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; Electrical engineering; Manufacturing 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":[0.0008715284,0.001236931,0.0008551568,0.003416576,0.001104573,0.003622243,0.001008857,0.001699307,0.2580096],"category_scores_gemma":[0.001986102,0.0006176655,0.0004606669,0.003539937,0.0004204351,0.002963066,0.001468066,0.001935908,0.1957736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009066607,"about_ca_system_score_gemma":0.001859205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003132387,"about_ca_topic_score_gemma":0.004005514,"domain_scores_codex":[0.9994406,0.00005785774,0.00003413011,0.00007658746,0.0003317249,0.00005910588],"domain_scores_gemma":[0.9983348,0.0001685475,0.00006634911,0.0003631523,0.000925973,0.0001411273],"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":[0.00005585747,0.0000823624,0.0003555819,0.0001554499,0.00001274304,0.00006174969,0.00003531899,0.0005971777,0.002108181,0.008521953,0.5001187,0.4878949],"study_design_scores_gemma":[0.00001023128,0.00003948231,0.0008472799,0.00008984029,0.00001990101,0.0001069613,0.00002991829,0.001740374,0.001546038,0.003480815,0.9920754,0.00001379518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.003095844,0.01052713,0.05534102,0.005923079,0.007800107,0.0002535966,0.003766605,0.006328981,0.9069636],"genre_scores_gemma":[0.01758068,0.006941657,0.008845671,0.000973609,0.001405403,0.0001223237,0.007331641,0.0005944981,0.9562045],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2580096,"threshold_uncertainty_score":0.8631281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450293594491981,"score_gpt":0.2266878480508024,"score_spread":0.2021849121058825,"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."}}