{"id":"W4411658182","doi":"10.51847/nl7cybs","title":"10.51847/NL7CYBs","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dental Erosion and Treatment","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isolation (microbiology); Dentistry; Medicine; Orthodontics; Biology; Bioinformatics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003772802,0.00010568,0.0001116455,0.00003396175,0.00005707139,0.00004600194,0.0001261578,0.00004397505,0.9987363],"category_scores_gemma":[0.000006303645,0.00009512835,0.00006528504,0.0001060816,0.00001466889,0.0000521478,0.00003234005,0.00004781871,0.9993314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004143687,"about_ca_system_score_gemma":0.000008238715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003317517,"about_ca_topic_score_gemma":6.494126e-7,"domain_scores_codex":[0.999325,0.00001896077,0.0001217471,0.0001858081,0.0001693885,0.000179082],"domain_scores_gemma":[0.9995596,0.00001550696,0.00001451731,0.0002534799,0.00001314282,0.000143724],"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":[0.00007395208,0.000142772,0.000003821566,0.000002195237,0.00001813493,0.0001043445,0.000006164686,0.00000863482,0.0000909091,0.000003519942,0.09559479,0.9039508],"study_design_scores_gemma":[0.0004209877,0.00008177046,0.001231077,0.00000874683,0.00001559604,0.00004644282,7.252335e-7,0.000021965,0.0001592773,0.00000212398,0.997903,0.0001082615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0208508,0.00003733697,1.852628e-7,0.00007637964,0.000008661736,0.0001223877,0.00002355413,0.000138907,0.9787418],"genre_scores_gemma":[0.007213044,2.061436e-7,0.00004549898,0.0001073436,0.00005209411,0.00001693933,0.00002537323,0.00001822004,0.9925213],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9038425,"threshold_uncertainty_score":0.3879222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008262970293237705,"score_gpt":0.2124169336662105,"score_spread":0.2041539633729728,"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."}}