{"id":"W6931453889","doi":"10.5282/ubm/epub.14957","title":"Authors' response","year":2008,"lang":"en","type":"article","venue":"Open access LMU (Ludwid Maxmilian's Universitat Munchen)","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universitat de Barcelona; University of Toronto; Università degli Studi di Milano","keywords":"Identification (biology); Action (physics); Set (abstract data type); Process (computing)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008803088,0.0009350677,0.001606422,0.001422226,0.003963486,0.006437751,0.003517039,0.03849282,0.09832072],"category_scores_gemma":[0.09302048,0.0009331853,0.002145624,0.0007314368,0.002971014,0.00274136,0.005746911,0.02430098,0.0432321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005556595,"about_ca_system_score_gemma":0.008796092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810537,"about_ca_topic_score_gemma":0.003126899,"domain_scores_codex":[0.9848586,0.003096679,0.001488243,0.001436123,0.006397824,0.002722531],"domain_scores_gemma":[0.9405091,0.02238378,0.003476305,0.00306774,0.02514171,0.005421304],"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":[0.00005234354,0.00001320531,0.000252318,0.0001377451,0.00001472448,0.0002922859,0.0002379157,0.00002871682,0.0001799453,0.001154264,0.9935818,0.004054872],"study_design_scores_gemma":[0.00003889942,0.00003070393,0.0005614649,0.0002867007,0.00002611105,0.0003166443,0.0008982621,0.00007649899,0.000343294,0.0009030575,0.9964837,0.00003463232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009507622,0.001115997,0.0003176967,0.7735942,0.2083384,0.0001351945,0.0004668093,0.0003367938,0.01474406],"genre_scores_gemma":[0.006355478,0.0005573599,0.0004978446,0.888193,0.02881473,0.0002719241,0.000166293,0.0001535599,0.07498987],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9016793,"threshold_uncertainty_score":0.3289156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.266326119192271,"score_gpt":0.5647209294279477,"score_spread":0.2983948102356767,"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."}}