{"id":"W4238257723","doi":"10.1093/eurpub/ckaa256","title":"Thank you","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0810902,0.0001245704,0.0004254333,0.0002943691,0.0001870664,0.001562826,0.004046324,0.00002151774,0.0005697611],"category_scores_gemma":[0.02552084,0.00008081047,0.0001666733,0.001297835,0.00007235105,0.002555173,0.0003425362,0.0009473879,0.0007309708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006134649,"about_ca_system_score_gemma":0.001020047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000627833,"about_ca_topic_score_gemma":7.869616e-7,"domain_scores_codex":[0.9844096,0.009235222,0.002433598,0.0003836742,0.002919961,0.0006179259],"domain_scores_gemma":[0.9950422,0.0004672353,0.001792441,0.0003016265,0.0006924103,0.001704073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005899342,0.00002157541,0.006059073,0.000003337844,0.00001163707,0.0000775402,0.002981679,0.00001307521,0.0000072181,0.0006214478,0.4293633,0.5608342],"study_design_scores_gemma":[0.0004294594,0.0002757216,0.03244548,0.00001511495,0.0000017439,0.0001107747,0.001961147,0.0001258877,0.000005830972,0.0004009332,0.964138,0.00008989269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06277704,0.001153417,0.1654709,0.6863616,0.001463862,0.00009853346,0.00001267589,0.00004869796,0.08261333],"genre_scores_gemma":[0.9671626,0.00008253143,0.001545101,0.0286595,0.001770152,1.003696e-7,0.000001001919,0.00002148867,0.000757509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9043856,"threshold_uncertainty_score":0.9994736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3952262752057325,"score_gpt":0.4407635085000718,"score_spread":0.04553723329433929,"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."}}