{"id":"W3011452520","doi":"10.37819/biosis.001.01.0047","title":"Welcome to Biosis: Biological Systems","year":2020,"lang":"en","type":"article","venue":"Biosis Biological Systems","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Download; Computer science; Library science; Physics; World Wide Web","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008131174,0.0005130817,0.0007275455,0.000102892,0.0002069861,0.0002218489,0.001124852,0.0009716365,0.00005948138],"category_scores_gemma":[0.001357629,0.0003315024,0.0003045625,0.0005056039,0.0003649959,0.000007160706,0.0007993539,0.0002846886,0.0009817276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005023813,"about_ca_system_score_gemma":0.00008270058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008513081,"about_ca_topic_score_gemma":0.000003141095,"domain_scores_codex":[0.9958922,0.0004119829,0.001020079,0.00103731,0.0005692093,0.001069267],"domain_scores_gemma":[0.9975338,0.00008883414,0.0002006004,0.0005954835,0.0002497275,0.001331558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005569457,0.0003535188,0.02567737,0.0003480967,0.0003232824,0.00002949875,0.0001608429,0.00008576608,0.8836457,0.0006211533,0.0847557,0.003442179],"study_design_scores_gemma":[0.001053185,0.00629558,0.008834704,0.0001202107,0.0000243943,0.00004582752,0.001179472,0.001053731,0.02296511,0.00001320287,0.9572611,0.001153481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696534,0.007581575,0.00561633,0.006617257,0.003237165,0.002850329,0.0005858281,0.0003124676,0.003545612],"genre_scores_gemma":[0.9923201,0.001309587,0.0003686133,0.002547625,0.002679696,0.0002061208,0.000290134,0.00003023477,0.0002478847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8725054,"threshold_uncertainty_score":0.9999137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06804237406813735,"score_gpt":0.2898161682945288,"score_spread":0.2217737942263914,"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."}}