{"id":"W4246742307","doi":"10.1109/ahs.2018.8541453","title":"AHS 2018 Technical Program Committee","year":2018,"lang":"en","type":"article","venue":"","topic":"Scientific and Engineering Research Topics","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02515657,0.001116126,0.001058514,0.004166466,0.003321291,0.008188293,0.002528853,0.00400516,0.2706872],"category_scores_gemma":[0.0328663,0.00072544,0.001177969,0.002036227,0.0009985594,0.003351443,0.004790186,0.003717413,0.3009209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004091381,"about_ca_system_score_gemma":0.02046575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007001577,"about_ca_topic_score_gemma":0.008580324,"domain_scores_codex":[0.9876802,0.001953725,0.000964272,0.0009751809,0.006958156,0.00146846],"domain_scores_gemma":[0.9313819,0.002873827,0.001650295,0.004147227,0.0516749,0.00827185],"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":[0.00008255271,0.00006858869,0.0002578716,0.0001735649,0.000004876189,0.00002148207,0.0000346728,0.0001028925,0.0007502112,0.003868307,0.937415,0.05721991],"study_design_scores_gemma":[0.00001489858,0.00003635737,0.0005763647,0.000138038,0.000005110059,0.00002092548,0.00005847322,0.000207911,0.000727369,0.001509368,0.9966972,0.000008057374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005077143,0.004706406,0.04248106,0.09311189,0.1334978,0.007932998,0.02310292,0.00557413,0.6845156],"genre_scores_gemma":[0.005906689,0.001940998,0.0113032,0.005049024,0.01105104,0.001894059,0.01444876,0.00143057,0.9469757],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7293128,"threshold_uncertainty_score":0.905539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03842969933672606,"score_gpt":0.3497012961192654,"score_spread":0.3112715967825394,"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."}}