{"id":"W4205301468","doi":"10.1093/eurpub/ckaa196","title":"Thank you","year":2020,"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":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.008505373,0.00009181915,0.0002078517,0.00008949349,0.000245567,0.00047012,0.0004352508,0.000008644134,0.0008731257],"category_scores_gemma":[0.0007257047,0.00007174325,0.0000929232,0.00005995842,0.00007345244,0.0007240361,0.00005125296,0.0006582588,0.0001378885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003294038,"about_ca_system_score_gemma":0.0002968205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000150065,"about_ca_topic_score_gemma":0.000002720734,"domain_scores_codex":[0.9970998,0.001514358,0.0006412178,0.0001021168,0.0003176516,0.0003249275],"domain_scores_gemma":[0.9984583,0.00005690489,0.0005576155,0.00007504723,0.0002141,0.000638066],"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":[0.000006050387,0.00004226115,0.000499686,0.00007470506,0.00003931821,0.00009727873,0.1507117,0.000003525193,0.000006461883,0.06419592,0.5205216,0.2638015],"study_design_scores_gemma":[0.0002656313,0.0002549568,0.0005320801,0.00003657197,0.000002742026,0.00003570952,0.00881554,0.00001829748,7.977695e-7,0.00005399072,0.9899126,0.0000710586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03046769,0.001859354,0.005575615,0.5088126,0.001317072,0.00007297386,0.00002113607,0.0001160948,0.4517575],"genre_scores_gemma":[0.9685479,0.00008664136,0.0002776165,0.02080376,0.009208359,9.07845e-8,0.0000032305,0.00002878333,0.001043578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9380803,"threshold_uncertainty_score":0.9560114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2286357665559494,"score_gpt":0.2787635417904109,"score_spread":0.05012777523446146,"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."}}