{"id":"W4392903207","doi":"10.1109/jsyst.2024.3372790","title":"Editorial","year":2024,"lang":"es","type":"editorial","venue":"IEEE Systems Journal","topic":"Scientific Computing and Data Management","field":"Decision Sciences","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.03788995,0.0009039329,0.001534371,0.002066533,0.001316507,0.03326147,0.005658882,0.001332116,0.0003650908],"category_scores_gemma":[0.008244089,0.0006475269,0.0009991699,0.001939825,0.0002683159,0.0008291898,0.0009452185,0.004387554,0.0232581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007127035,"about_ca_system_score_gemma":0.002174958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002525231,"about_ca_topic_score_gemma":0.000009417984,"domain_scores_codex":[0.975075,0.001414893,0.003822796,0.002322854,0.01608789,0.001276538],"domain_scores_gemma":[0.9872688,0.004160983,0.002178136,0.002566352,0.00292187,0.0009038562],"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":[0.00005381111,0.00006340149,0.000006514706,0.0002021173,0.000291708,0.0003320636,0.000303719,0.003453543,0.00002053069,0.0000835072,0.9898552,0.005333829],"study_design_scores_gemma":[0.0006121291,0.0001925306,0.000001820602,0.002203411,0.0002597882,0.0002370699,0.0004402775,0.003377562,0.000002268475,0.001107101,0.9908698,0.0006963065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009918659,0.003277179,0.004024572,0.0002734069,0.9850149,0.0004437254,0.000721838,0.0001543529,0.005990827],"genre_scores_gemma":[0.002671154,0.0003117057,0.00005860522,0.00001268557,0.937882,0.00001198476,0.00003978405,0.0000909527,0.05892115],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05293032,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05790699922763495,"score_gpt":0.3745443873596747,"score_spread":0.3166373881320397,"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."}}