{"id":"W4311413935","doi":"10.1109/jsyst.2022.3222666","title":"Editorial","year":2022,"lang":"es","type":"editorial","venue":"IEEE Systems Journal","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006604942,0.0008071878,0.001294963,0.0005883868,0.005085106,0.01395729,0.00189604,0.001607374,0.004374862],"category_scores_gemma":[0.001301235,0.0007417619,0.0006991394,0.00008689304,0.0002400501,0.001264778,0.0002026779,0.01389426,0.000303399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009585906,"about_ca_system_score_gemma":0.001864155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523668,"about_ca_topic_score_gemma":0.00001292647,"domain_scores_codex":[0.9901003,0.00137798,0.002029585,0.0006564088,0.004678142,0.001157646],"domain_scores_gemma":[0.9937037,0.001514629,0.002478005,0.0004588837,0.001322263,0.0005224806],"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":[0.00008880004,0.00005744902,0.00001472284,0.000396963,0.0003236418,0.00009892719,0.00722169,0.000645457,0.000008120721,0.002089445,0.9889246,0.0001301928],"study_design_scores_gemma":[0.0010302,0.0002873551,3.770906e-7,0.00105412,0.0002469117,0.0002898174,0.005600925,0.000037663,3.560114e-7,0.00012712,0.9904853,0.0008398807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000228245,0.004875122,0.00001476083,0.0002097927,0.9590946,0.0002934193,0.001287198,0.0001389714,0.03385786],"genre_scores_gemma":[0.004628721,0.001006078,0.000002934643,0.00003535056,0.9539779,0.00004633206,0.0001626067,0.0001952874,0.03994482],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01269251,"threshold_uncertainty_score":0.9996887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043940309766725,"score_gpt":0.2522470245042923,"score_spread":0.231807621406625,"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."}}