{"id":"W4255609995","doi":"10.1093/eurpub/ckz001","title":"Thank you","year":2019,"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":[0.01474615,0.00009309255,0.0002155261,0.000182393,0.0001772497,0.0004596142,0.0004238077,0.00001030344,0.001985878],"category_scores_gemma":[0.0002526009,0.00007096195,0.00009544302,0.00004743442,0.00005502327,0.0008611993,0.00004605986,0.0006135159,0.000460426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005602397,"about_ca_system_score_gemma":0.0003052718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000278218,"about_ca_topic_score_gemma":0.000005032752,"domain_scores_codex":[0.9971319,0.00144554,0.0006171314,0.0001013904,0.0003382639,0.0003657101],"domain_scores_gemma":[0.9986214,0.00007515527,0.0006081492,0.0001356343,0.0002392942,0.0003203427],"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":[0.000007814131,0.0001107704,0.00506826,0.0001313896,0.0000688359,0.00006156624,0.09392375,0.000006189649,0.00001352307,0.199587,0.330542,0.3704789],"study_design_scores_gemma":[0.0003199716,0.0002159552,0.002209302,0.0000741269,0.000002005527,0.00006309442,0.007141008,0.000008049075,6.242199e-7,0.0001077787,0.9897814,0.00007672975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.208603,0.001190557,0.000727699,0.05258008,0.002820431,0.00008508085,0.00001091724,0.00006270091,0.7339196],"genre_scores_gemma":[0.9796957,0.00006924001,0.0001671254,0.003944146,0.004075923,8.995958e-8,0.000003234995,0.00002870924,0.0120158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7710928,"threshold_uncertainty_score":0.9989265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065294308653423,"score_gpt":0.2676745345330687,"score_spread":0.1611451036677265,"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."}}