{"id":"W4411658849","doi":"10.51847/jdoa2p8","title":"10.51847/jDoA2p8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Oral and Craniofacial Lesions","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Extraction (chemistry); Dentistry; Chemistry; Chromatography","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":[0.0001463916,0.0001041549,0.0001563691,0.00004152477,0.0005233901,0.00000583887,0.0001542922,0.0001123765,0.9990484],"category_scores_gemma":[0.00003690281,0.00008753804,0.00004882105,0.0002042317,0.00001912311,0.00005936092,0.00004710463,0.0002321694,0.9986359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003835264,"about_ca_system_score_gemma":0.0000700547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042046,"about_ca_topic_score_gemma":6.828841e-7,"domain_scores_codex":[0.9989542,0.0001192061,0.0002211765,0.0001742151,0.0001376132,0.0003935819],"domain_scores_gemma":[0.999384,0.00007989747,0.00002535402,0.0002376904,0.00004529294,0.0002277134],"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":[0.00007782927,0.00004204551,0.000009241478,0.00001201004,0.000006115697,0.000003916255,0.0001048322,0.000004136797,0.0001085868,0.00002077798,0.2363841,0.7632264],"study_design_scores_gemma":[0.00020895,0.00006991066,0.0007931329,0.00003688018,0.000009124338,5.112461e-7,0.000008914173,0.00001496694,0.00000212038,0.00001693988,0.9987208,0.0001176974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006324292,0.00001953229,4.249984e-7,0.001960052,0.00001028653,0.000345862,0.0000362375,0.0002022095,0.9911011],"genre_scores_gemma":[0.001645545,5.724042e-7,0.00007418362,0.0007705344,0.0003188293,0.00005561415,0.00001046106,0.00002036642,0.9971039],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7631087,"threshold_uncertainty_score":0.4025547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724147148961211,"score_gpt":0.310141430906832,"score_spread":0.28289995941722,"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."}}