{"id":"W7160093787","doi":"10.5281/zenodo.14882903","title":"Результати дослідження мінералізуючої здатності і водневого показника ротової рідини у дітей з урахуванням стоматологічного статусу та віку","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Dental Erosion and Treatment","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demineralization; Enamel paint; Oral cavity; Fluid intake; Dental enamel; Permanent teeth","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009139406,0.000471084,0.0004349068,0.0006385274,0.003140782,0.001487631,0.001728055,0.0002248906,0.04993507],"category_scores_gemma":[0.0006693262,0.0004808062,0.0002664121,0.001963704,0.0003098793,0.0005135842,0.002422737,0.0005892271,0.288248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004113973,"about_ca_system_score_gemma":0.00001447604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028079,"about_ca_topic_score_gemma":0.0000106737,"domain_scores_codex":[0.9953617,0.0005191384,0.0006753481,0.001104959,0.0012254,0.001113423],"domain_scores_gemma":[0.9972733,0.00007689012,0.0002388435,0.001262999,0.0005370664,0.0006109193],"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":[0.000245126,0.0007941149,0.0002019893,0.0001697609,0.0002646403,0.001056432,0.00131072,0.0001264367,0.01247316,0.008945463,0.9020647,0.0723475],"study_design_scores_gemma":[0.002136811,0.000349189,0.01551958,0.00008312947,0.00006774474,0.0005512936,0.0007042931,0.0005227086,0.002084974,0.000475925,0.9769422,0.0005621472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4765703,0.0004106337,0.001330494,0.002402317,0.002686876,0.002298345,0.002089728,0.01094071,0.5012706],"genre_scores_gemma":[0.9490772,0.0002229189,0.0001276125,0.0004132986,0.0003837381,6.2853e-7,0.005320636,0.002760483,0.04169348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4725069,"threshold_uncertainty_score":0.9997644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05182560514788051,"score_gpt":0.281504463502995,"score_spread":0.2296788583551145,"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."}}