{"id":"W4406642841","doi":"10.1016/b978-2-294-76306-9.50614-1","title":"10.1016/b978-2-294-76306-9.50614-1","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Oral and Maxillofacial Pathology","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001212424,0.0005905169,0.0007537363,0.0002430962,0.0001156953,0.00007095913,0.0005288384,0.0008255012,0.9991593],"category_scores_gemma":[0.00002786917,0.0005955944,0.0003462323,0.00005272909,0.0001278117,0.0000854305,0.0002492872,0.0005862012,0.9996262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008253373,"about_ca_system_score_gemma":0.00006711401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000352621,"about_ca_topic_score_gemma":0.000002674609,"domain_scores_codex":[0.9978394,0.00002817723,0.0005001247,0.0007334381,0.000384474,0.0005143688],"domain_scores_gemma":[0.9986576,0.00003353332,0.0001644844,0.0007634792,0.00009007612,0.0002908395],"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":[0.0001397809,0.000028815,3.497467e-8,0.00002421414,0.00007159853,0.0007409147,0.000006157283,0.000002461946,0.00003292605,0.0002811898,0.3306331,0.6680388],"study_design_scores_gemma":[0.0002921216,0.0002068275,0.000007760608,0.00006623942,0.0001208272,0.0002117973,2.249462e-7,0.000001412577,0.00001932129,0.001297314,0.9970898,0.0006863594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006712842,0.0002515872,6.696747e-7,0.0000986723,0.00003569143,0.0004059622,0.0005231765,0.0003293639,0.9983482],"genre_scores_gemma":[0.00000231888,0.000001021755,0.00004906197,0.0001229437,0.0008096821,0.00002055506,0.0002965285,0.0001616823,0.9985362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6673524,"threshold_uncertainty_score":0.9996495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123093077117797,"score_gpt":0.1980290869580158,"score_spread":0.1857197792462361,"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."}}