{"id":"W4248422378","doi":"10.1002/bip.22612","title":"Happy new year","year":2015,"lang":"en","type":"editorial","venue":"Biopolymers","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honor; Library science; Publishing; Marie curie; Art history; Classics; Political science; Art; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009504211,0.0003049652,0.0002305972,0.00006506077,0.00005142978,0.00004725283,0.0003449615,0.0009361218,0.0001163656],"category_scores_gemma":[0.0003456596,0.0003256684,0.0001872073,0.0000648068,0.000120086,0.000001779977,0.0001189264,0.0001628707,0.0001416003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003190143,"about_ca_system_score_gemma":0.001440791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000146952,"about_ca_topic_score_gemma":0.00003423137,"domain_scores_codex":[0.9984347,0.00003954984,0.0002162991,0.0005542087,0.0004290288,0.0003262105],"domain_scores_gemma":[0.9986386,0.00001381425,0.0001112697,0.0005795463,0.0001774547,0.0004792558],"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":[0.0001726744,0.00004659499,0.00002591078,0.00003183203,0.00006325758,0.000003983684,0.00001268772,4.010774e-7,0.007046953,0.000006700207,0.9920388,0.0005502033],"study_design_scores_gemma":[0.0009658703,0.0002057364,0.000005577525,0.00002723667,0.0000741001,7.969708e-7,0.00005720149,2.987785e-7,0.01380152,0.00008268809,0.9843802,0.0003988028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0009952858,0.02380115,0.00008006729,0.0001292538,0.9653167,0.0002433838,0.0009938054,0.00004702738,0.008393357],"genre_scores_gemma":[0.0008142065,0.001782559,0.0002683876,0.0001213174,0.9613538,0.00001343301,0.00446304,0.00008862389,0.03109465],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02270129,"threshold_uncertainty_score":0.9999195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00869251193977364,"score_gpt":0.2601144529754079,"score_spread":0.2514219410356343,"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."}}