{"id":"W6958376616","doi":"10.6084/m9.figshare.27176852.v1","title":"Additional file 4 of An evaluation of the preprints produced at the beginning of the 2022 mpox public health emergency","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Table (database); Public health; Preprint; Public access; Table of contents","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004866214,0.001186539,0.001035678,0.003928501,0.001241359,0.00288612,0.001644463,0.001271209,0.916577],"category_scores_gemma":[0.08780087,0.0004686443,0.001160858,0.005256839,0.0004024954,0.002480504,0.001494817,0.0009621511,0.2977411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511088,"about_ca_system_score_gemma":0.003987311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118215,"about_ca_topic_score_gemma":0.0158542,"domain_scores_codex":[0.9967924,0.0006929648,0.0006771428,0.0004688074,0.001096124,0.0002725059],"domain_scores_gemma":[0.9060328,0.06734004,0.004401622,0.003798413,0.01695297,0.00147418],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002287878,0.00003393238,0.0007729145,0.00118006,0.0000195683,0.00002390797,0.00003506213,0.000203445,0.00003444133,0.000470722,0.9917542,0.005242912],"study_design_scores_gemma":[0.001561885,0.0001936203,0.01842512,0.003258163,0.0001221283,0.0001891642,0.0005813427,0.00125293,0.0005228522,0.007754792,0.9660098,0.0001281665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0001823436,0.00002009463,0.0003465806,0.0002578243,0.00013494,0.0001946969,0.9949458,0.0005051397,0.003412492],"genre_scores_gemma":[0.009866287,0.0001970067,0.005028642,0.001143779,0.0004776813,0.002566084,0.9500459,0.002263755,0.02841088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9951338,"threshold_uncertainty_score":0.1189927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3194443047767058,"score_gpt":0.4485460662781803,"score_spread":0.1291017615014746,"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."}}