{"id":"W4233954134","doi":"10.1109/cjece.2015.2418913","title":"Front cover","year":2015,"lang":"en","type":"paratext","venue":"Canadian Journal of Electrical and Computer Engineering","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front cover; Cover (algebra); Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002527797,0.0003723866,0.0007277135,0.001012983,0.00004960204,0.0001946848,0.0003826734,0.0002957862,0.0006509837],"category_scores_gemma":[0.00006645518,0.0003447792,0.0001561378,0.0002963831,0.00003015771,0.0001350824,0.00002438616,0.001195399,0.003439597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007515505,"about_ca_system_score_gemma":0.002278534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00073097,"about_ca_topic_score_gemma":0.0002144236,"domain_scores_codex":[0.9982705,0.0000367732,0.0005146383,0.0002109895,0.0002964186,0.0006706959],"domain_scores_gemma":[0.9970737,0.00008610389,0.0002271553,0.0001482684,0.0003468627,0.00211792],"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":[0.000009633204,0.000006373622,0.00002095725,0.00003033496,0.0001697146,0.0003613095,0.00006590518,0.02769438,0.00001815222,0.00004932481,0.9687811,0.002792868],"study_design_scores_gemma":[0.0004374094,0.0003022347,0.0001735728,0.0002062383,0.00006472924,0.001110435,6.513854e-7,0.05627495,0.00001701218,0.00001770616,0.9409855,0.0004095613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02807751,0.3926532,0.4676001,0.0007712387,0.04504241,0.001294656,0.001031845,0.0001710246,0.06335804],"genre_scores_gemma":[0.6984672,0.002003394,0.03676392,0.002787553,0.07380177,0.00003092767,0.0004352834,0.002586364,0.1831236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6703897,"threshold_uncertainty_score":0.9999004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008690219223908335,"score_gpt":0.1859080586089009,"score_spread":0.1772178393849926,"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."}}