{"id":"W4255600495","doi":"10.1109/jestie.2021.3111798","title":"Journal of Emerging and Selected Topics in Industrial Electronics","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Electronics; Engineering ethics; Engineering; Data science; 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":[0.001390863,0.0008452793,0.001247494,0.003052749,0.0009624417,0.003187581,0.0008401786,0.0008392236,0.04727589],"category_scores_gemma":[0.001554314,0.0002452694,0.0005804932,0.002787231,0.0006586717,0.001656395,0.001193079,0.001346707,0.01317179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004874388,"about_ca_system_score_gemma":0.001725798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004964274,"about_ca_topic_score_gemma":0.001440845,"domain_scores_codex":[0.9990301,0.0001239297,0.00009012598,0.0001156978,0.0005614114,0.0000786602],"domain_scores_gemma":[0.9966518,0.0004525767,0.0002248973,0.0001887554,0.002046644,0.0004353251],"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":[0.000237049,0.0006167211,0.004473957,0.002149924,0.0001914597,0.0004313859,0.0002041742,0.002893253,0.01457615,0.01983297,0.2086545,0.7457386],"study_design_scores_gemma":[0.0000379425,0.0006077456,0.01364973,0.0005662813,0.0001761636,0.001351324,0.0004190874,0.01213339,0.007119042,0.009153139,0.9547355,0.00005065785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05724845,0.2735304,0.1279828,0.01889794,0.09244277,0.0005591226,0.00106688,0.001999165,0.4262726],"genre_scores_gemma":[0.1749329,0.1597365,0.03102361,0.002248321,0.04008091,0.0002191164,0.001944051,0.0004897522,0.589325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9527241,"threshold_uncertainty_score":0.1581535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858320898966079,"score_gpt":0.2356322518162518,"score_spread":0.217049042826591,"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."}}