{"id":"W4232795147","doi":"10.1109/tcsii.2019.2954815","title":"IEEE Circuits and Systems Society Information","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits & Systems II Express Briefs","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; Electronic circuit; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006454342,0.001078028,0.0007830215,0.002184807,0.0009514349,0.003266931,0.000876074,0.001594733,0.1793983],"category_scores_gemma":[0.001779159,0.0005345825,0.0004084237,0.001921638,0.0005260658,0.00224322,0.001247599,0.001901359,0.09328997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010231,"about_ca_system_score_gemma":0.001811313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003107679,"about_ca_topic_score_gemma":0.005456634,"domain_scores_codex":[0.999461,0.00006268391,0.00003389273,0.00007383286,0.0003164223,0.00005224456],"domain_scores_gemma":[0.9984346,0.0001608983,0.00006146508,0.0003177536,0.0009488265,0.00007650664],"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":[0.00007067312,0.00007191632,0.0003255599,0.0002117192,0.0000279128,0.00008000313,0.00005213719,0.001601931,0.003737865,0.02484003,0.4958658,0.4731144],"study_design_scores_gemma":[0.00001452012,0.00005744031,0.0005730847,0.0001164722,0.00003715979,0.000143755,0.00003997563,0.006532483,0.003174375,0.01015356,0.9791375,0.00001963391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004977731,0.01277611,0.1560573,0.01079728,0.01638909,0.0004302821,0.004636263,0.006766852,0.7871692],"genre_scores_gemma":[0.02828582,0.008683944,0.02027178,0.001909217,0.001865607,0.0002129267,0.006220944,0.0004690419,0.9320807],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8206018,"threshold_uncertainty_score":0.6001469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199195084089019,"score_gpt":0.2289246562114313,"score_spread":0.2169327053705411,"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."}}