{"id":"W4244182034","doi":"10.1111/ene.13704","title":"Tournaments","year":2018,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Neurology and Historical Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"Medical Research Council; ALS Association","keywords":"Citation; Library science; Medicine; 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":[0.0005793659,0.0004939008,0.0003719575,0.0008155532,0.001544973,0.001327387,0.0005853776,0.0007049704,0.3729866],"category_scores_gemma":[0.001448944,0.0001611779,0.0003093312,0.0004796874,0.0004823856,0.0003712534,0.001463778,0.00118283,0.08071038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006063741,"about_ca_system_score_gemma":0.0005613822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907087,"about_ca_topic_score_gemma":0.009456779,"domain_scores_codex":[0.9994099,0.00009313737,0.00002299298,0.0001493291,0.0002232773,0.0001013666],"domain_scores_gemma":[0.9989021,0.000136252,0.00004833567,0.0001225359,0.0001990122,0.0005917465],"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":[0.001513104,0.0008048399,0.01074807,0.000188821,0.00006691022,0.001000771,0.001189386,0.0008416912,0.01861106,0.03450286,0.5676773,0.3628552],"study_design_scores_gemma":[0.00009651337,0.0003995702,0.009948076,0.0000487544,0.00001171204,0.0003615652,0.0004065024,0.0006536968,0.002607648,0.004297011,0.9811389,0.00003005425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07462072,0.000423063,0.01177741,0.004904957,0.004363774,0.0003715942,0.005191642,0.003777922,0.894569],"genre_scores_gemma":[0.1022866,0.0001584343,0.00572356,0.0007622528,0.0001597735,0.0002282612,0.00259022,0.0004982216,0.8875927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3729866,"threshold_uncertainty_score":0.8943586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04754762960693364,"score_gpt":0.263673734351685,"score_spread":0.2161261047447513,"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."}}