{"id":"W6930173797","doi":"10.5281/zenodo.12244289","title":"Iso 4049 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"International standard; Audit; Standardization; Restorative dentistry; National standard","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002920507,0.002533899,0.001361956,0.006567715,0.001845789,0.009152072,0.004770781,0.003885268,0.6827097],"category_scores_gemma":[0.009200103,0.00129339,0.001539393,0.004996893,0.00132259,0.007187269,0.00317402,0.002631943,0.7176414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386465,"about_ca_system_score_gemma":0.004539356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007951111,"about_ca_topic_score_gemma":0.006801564,"domain_scores_codex":[0.995032,0.0002745207,0.0002876066,0.0003143616,0.003766898,0.0003245552],"domain_scores_gemma":[0.9920748,0.0004345151,0.0002186082,0.0007442774,0.006141903,0.0003857937],"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":[0.00008409022,0.00007150447,0.00007643946,0.0005475095,0.000005626945,0.00009136861,0.00006525705,0.0002798216,0.00203182,0.006949204,0.8546417,0.1351555],"study_design_scores_gemma":[0.000008733308,0.00002206866,0.0001443588,0.0001063614,0.000003456593,0.00006521702,0.00003099718,0.00005721506,0.0006757542,0.0008023724,0.9980742,0.000009196508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003685585,0.001226996,0.007247895,0.0007086692,0.002581117,0.0005029715,0.008482206,0.005966845,0.9729148],"genre_scores_gemma":[0.002501751,0.001778526,0.004015309,0.0007296075,0.0004724688,0.0002928859,0.01009137,0.003125024,0.9769931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3172903,"threshold_uncertainty_score":0.4525761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188070843176896,"score_gpt":0.2601661501341692,"score_spread":0.2413590658164796,"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."}}