{"id":"W2127189084","doi":"10.1145/2491185.2491215","title":"FleXam","year":2013,"lang":"en","type":"article","venue":"","topic":"Pharmacological Receptor Mechanisms and Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","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":[0.0008269487,0.001372552,0.001548878,0.001431598,0.0007410562,0.002455961,0.00254231,0.002121071,0.8304538],"category_scores_gemma":[0.001792251,0.0006987176,0.0006955565,0.0008722246,0.0007779804,0.001234828,0.002542797,0.002130726,0.6753418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000627784,"about_ca_system_score_gemma":0.001045263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007658694,"about_ca_topic_score_gemma":0.0006793342,"domain_scores_codex":[0.9992105,0.00013333,0.00003544256,0.0001585515,0.00031364,0.0001485055],"domain_scores_gemma":[0.9991937,0.0001310335,0.0000523114,0.0001418653,0.0001288524,0.0003521805],"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":[0.003787598,0.0005266205,0.0003394138,0.004278484,0.0001317946,0.0009472753,0.0001038608,0.0003403741,0.04084956,0.01339306,0.5650951,0.3702068],"study_design_scores_gemma":[0.0002521203,0.0002970315,0.0006186516,0.0003309649,0.00003696572,0.0004814598,0.0000466566,0.000173084,0.004890517,0.001597152,0.9912611,0.00001437077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002868986,0.01335822,0.003518089,0.004507235,0.00414173,0.0004556596,0.01829893,0.003791838,0.9490593],"genre_scores_gemma":[0.03141492,0.008435897,0.002181052,0.001833467,0.000872674,0.0004091721,0.01850049,0.0008785377,0.9354738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1695462,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006800317836501118,"score_gpt":0.2398580236248543,"score_spread":0.2330577057883532,"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."}}