{"id":"W4243709419","doi":"10.5864/d2012-004","title":"Editor's Message","year":2012,"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":"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001078792,0.000113465,0.0004123758,0.0000345599,0.0001416758,0.000009713152,0.0001269059,0.00002575624,0.02063828],"category_scores_gemma":[0.00001327784,0.0001207228,0.0001006078,0.00005334384,0.00005174186,0.0002403501,0.00008922072,0.00007656008,0.08258728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002288997,"about_ca_system_score_gemma":0.000004842128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002200192,"about_ca_topic_score_gemma":5.099649e-7,"domain_scores_codex":[0.9987943,0.00001607449,0.0004973799,0.0002418457,0.00003169183,0.0004187631],"domain_scores_gemma":[0.9992759,0.00001380021,0.0002617236,0.0002525462,6.038914e-7,0.0001954735],"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":[6.600372e-7,0.00009189214,0.009491703,0.0003922907,0.00001661275,1.683986e-7,0.0001708934,2.166482e-7,1.98973e-7,0.006213845,0.9788176,0.004803909],"study_design_scores_gemma":[0.0000945178,0.00001306811,0.0049416,0.0001124906,0.000002839709,0.000001766423,0.00005223322,0.000002951629,8.509369e-7,0.00010618,0.9945527,0.0001188078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005509098,0.8579295,0.00004717833,0.00153569,0.01126117,0.0003988213,0.0003490215,0.0000271329,0.1279006],"genre_scores_gemma":[0.08367437,0.7838573,0.0006677649,0.01624385,0.003708989,0.0001074557,0.00007503064,0.00004200209,0.1116233],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08312346,"threshold_uncertainty_score":0.980257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04409239451037323,"score_gpt":0.2523936050378453,"score_spread":0.2083012105274721,"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."}}