{"id":"W322710029","doi":"10.1016/s1877-7864(14)57715-4","title":"10.1016/s1877-7864(14)57715-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Oral and Maxillofacial Pathology","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"INT; Humanities; Philosophy; Computer science; Programming language","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":[0.0001007176,0.0001610117,0.0002177186,0.00006026926,0.0000889513,0.0000403958,0.0002437074,0.0001318405,0.9989456],"category_scores_gemma":[0.00003789438,0.0001525056,0.00009096224,0.0001798625,0.0000459459,0.00009757283,0.00006897666,0.0001390386,0.9995071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002561491,"about_ca_system_score_gemma":0.00001762626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004972302,"about_ca_topic_score_gemma":0.000001680299,"domain_scores_codex":[0.998932,0.00004417605,0.0002051952,0.0002988437,0.0001687543,0.0003510434],"domain_scores_gemma":[0.999414,0.00001718391,0.00002978762,0.0003352682,0.00004056638,0.0001631795],"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":[0.000103772,0.00006019778,0.000001323814,0.000005583389,0.00001184905,0.00014709,0.00001173501,0.00001012287,0.0003825602,0.000004262059,0.3663492,0.6329123],"study_design_scores_gemma":[0.0002837137,0.0001347686,0.0004981472,0.000006063759,0.00001765437,0.00008416721,8.222785e-7,0.00001168976,0.0002357486,0.00004186597,0.9984813,0.000204006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008515765,0.00005222464,8.617968e-7,0.0002023536,0.00001127476,0.0001575113,0.00005050806,0.0002132306,0.9907963],"genre_scores_gemma":[0.000775248,1.970871e-7,0.00008093726,0.0001209435,0.0002070827,0.0000170368,0.0000263598,0.00002765604,0.9987445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6327083,"threshold_uncertainty_score":0.6218997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007880126626540956,"score_gpt":0.1980437919460058,"score_spread":0.1901636653194648,"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."}}