{"id":"W2964115885","doi":"10.15353/joci.v15i.3424","title":"Editorial: a time to pause","year":2019,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01925124,0.0002392466,0.0009404051,0.0003340857,0.000225485,0.00006059674,0.001300208,0.0007054299,0.0002007113],"category_scores_gemma":[0.1932811,0.0001313549,0.0001707316,0.0002902799,0.0001177612,0.0002210978,0.0003615382,0.01062614,0.001995465],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000526302,"about_ca_system_score_gemma":0.0166356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009868939,"about_ca_topic_score_gemma":0.000004144727,"domain_scores_codex":[0.9930634,0.0008486295,0.001436698,0.00001103406,0.003920968,0.0007192196],"domain_scores_gemma":[0.9710113,0.01638171,0.001500397,0.001720309,0.003827255,0.005559037],"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":[0.0009573287,0.000110628,3.678359e-7,0.000909693,0.0001167738,0.000001285712,0.01510998,0.000005918402,0.0000102139,3.490948e-7,0.9801841,0.002593357],"study_design_scores_gemma":[0.001629022,0.003779699,0.000003666847,0.00143484,0.0002130638,0.00005578989,0.003251505,0.0000095671,0.00001023222,0.00002516101,0.9894809,0.0001065525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00189772,0.00007189726,0.00008932918,0.005833762,0.9860392,0.0005793638,0.00006185051,0.00001638135,0.005410447],"genre_scores_gemma":[0.00009777807,0.0007618704,0.0001278259,0.004738078,0.9917053,0.000001567075,0.00006167444,0.00003154569,0.002474337],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1740299,"threshold_uncertainty_score":0.9987816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0662709347242286,"score_gpt":0.4138219545598242,"score_spread":0.3475510198355957,"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."}}