{"id":"W4235273342","doi":"10.1093/eurpub/ckw001","title":"Thank you","year":2016,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01506421,0.00009150633,0.0001841003,0.0001753985,0.0002442471,0.0003036735,0.0004122326,0.000009573767,0.001199466],"category_scores_gemma":[0.0006871225,0.00005154008,0.00008950185,0.00003712604,0.0001148416,0.0009592026,0.00004372538,0.0003120351,0.0001731588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007070354,"about_ca_system_score_gemma":0.0002948367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001613536,"about_ca_topic_score_gemma":0.000007471513,"domain_scores_codex":[0.9969211,0.00164758,0.000636662,0.00009732082,0.0003133549,0.0003840277],"domain_scores_gemma":[0.9984944,0.000124769,0.0006007908,0.0001209654,0.0002673976,0.0003916686],"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":[0.000002955343,0.00003633208,0.0006270008,0.00001796644,0.00002329995,0.00003697991,0.01830303,9.800442e-8,0.00001445998,0.08380632,0.2189753,0.6781563],"study_design_scores_gemma":[0.0003715021,0.0001691566,0.001526034,0.0001259902,0.000002082353,0.000072535,0.002368274,5.377238e-7,0.000001876393,0.0002645242,0.9950251,0.00007237816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06971783,0.001660344,0.01200181,0.3236326,0.003088855,0.00008275008,0.00003414729,0.0001227814,0.5896589],"genre_scores_gemma":[0.9803696,0.0001683401,0.0001849746,0.003029634,0.00629767,1.384885e-7,9.047222e-7,0.00002803523,0.00992073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9106517,"threshold_uncertainty_score":0.9997136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467288887301356,"score_gpt":0.2761211282703803,"score_spread":0.1293922395402447,"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."}}