{"id":"W4252572965","doi":"10.1149/2.007111if","title":"Special Meeting Section: 219th ECS Meeting, Montreal, Canada, May 1-6, 2011","year":2011,"lang":"en","type":"article","venue":"The Electrochemical Society Interface","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Section (typography); Library science; Engineering physics; Engineering; Computer science; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009889195,0.0015763,0.001170844,0.00129168,0.002167113,0.002783461,0.001604427,0.003918111,0.2325254],"category_scores_gemma":[0.001250112,0.0004363672,0.0009784997,0.0008466209,0.0005456996,0.000675128,0.000911418,0.001868845,0.07383797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003272539,"about_ca_system_score_gemma":0.004338741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05113002,"about_ca_topic_score_gemma":0.2039121,"domain_scores_codex":[0.9993382,0.0000381543,0.00002627285,0.00008615407,0.0002753932,0.0002357239],"domain_scores_gemma":[0.9982109,0.00009821277,0.00006600149,0.00004125528,0.001262062,0.000321475],"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":[0.0002406752,0.00005637645,0.0002523963,0.0001507172,0.00001392312,0.0001660379,0.00001333906,0.00009376244,0.001408453,0.0002215213,0.9771031,0.02027961],"study_design_scores_gemma":[0.00006561596,0.0001070067,0.003171291,0.00008917832,0.00002336586,0.0001330535,0.00006776136,0.0002234966,0.0008578281,0.0001606895,0.995084,0.0000167493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.009218296,0.03293606,0.002897818,0.07191403,0.4436189,0.001463848,0.005423471,0.001211002,0.4313166],"genre_scores_gemma":[0.007171828,0.005030861,0.0003749221,0.002178075,0.02640147,0.0001000247,0.001011487,0.0001180325,0.9576132],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.94887,"threshold_uncertainty_score":0.7778751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757846696564996,"score_gpt":0.2662515744091158,"score_spread":0.2486731074434659,"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."}}