{"id":"W4246782124","doi":"10.5864/d2020-007","title":"Editor’s Message","year":2020,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Message broker; Computer science; Computer network","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004026428,0.0001114451,0.0004619719,0.00001783656,0.0001147492,0.00001328661,0.0001644141,0.00002196645,0.02148528],"category_scores_gemma":[0.00002137753,0.0001224424,0.000105237,0.00006644129,0.00004828745,0.0001158111,0.0001027923,0.00008637762,0.07748914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237148,"about_ca_system_score_gemma":0.00000776297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001425028,"about_ca_topic_score_gemma":4.658956e-7,"domain_scores_codex":[0.9987927,0.00001327101,0.0005277357,0.0003867312,0.00003152818,0.0002480066],"domain_scores_gemma":[0.9993479,0.00001032008,0.0002535315,0.0001789339,6.821522e-7,0.000208592],"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":[0.000001219541,0.00002534832,0.0009024751,0.0005458985,0.00001376136,8.57406e-7,0.0001903352,0.000001058408,3.345746e-7,0.002394458,0.9925028,0.003421426],"study_design_scores_gemma":[0.0001327873,0.00003560403,0.0005836835,0.00009604992,0.000002416326,6.350288e-7,0.00005640994,0.00003679656,8.678759e-7,0.0001082992,0.9988315,0.0001149992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003143169,0.8225703,0.0001650818,0.02904683,0.005977137,0.0007594051,0.0009432087,0.00006489198,0.1401589],"genre_scores_gemma":[0.03476002,0.8181005,0.0006860835,0.1053607,0.002695902,0.00007913598,0.00008995246,0.00004717789,0.03818057],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1019783,"threshold_uncertainty_score":0.9794092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05249450921893344,"score_gpt":0.2435129244051882,"score_spread":0.1910184151862547,"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."}}