{"id":"W4389236792","doi":"10.1139/bcb-2023-0300","title":"18<sup>th</sup> International Conference of Biochemistry &amp; Molecular Biology (18<sup>th</sup> ICBMB)","year":2023,"lang":"en","type":"article","venue":"Biochemistry and Cell Biology","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiochemistry; Chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006067788,0.0005501879,0.0005665938,0.0001656178,0.0001479887,0.00005820468,0.001076118,0.001310851,0.0006026134],"category_scores_gemma":[0.000608949,0.0005140061,0.0002706593,0.0003281824,0.001491059,0.00001014086,0.001015522,0.0004315454,0.0001089563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003904839,"about_ca_system_score_gemma":0.00038768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004377919,"about_ca_topic_score_gemma":0.000002672223,"domain_scores_codex":[0.9966562,0.0001285927,0.0008758561,0.0010517,0.0003197294,0.0009679609],"domain_scores_gemma":[0.9978201,0.00009498622,0.0003007911,0.0008946123,0.000429756,0.000459711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001706759,0.0001548189,0.002010157,0.0002884857,0.0001853024,0.00000978073,0.00009478849,0.0000324216,0.9837954,0.0000983614,0.007864305,0.005295481],"study_design_scores_gemma":[0.001214012,0.0003425012,0.000081072,0.00004679174,0.00003510224,0.00003875817,0.0005861484,0.001438691,0.9006423,0.0005862903,0.09441128,0.0005769977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793293,0.001817724,0.001037056,0.0005910179,0.0002035698,0.000268958,0.0006823629,0.00006523902,0.01600474],"genre_scores_gemma":[0.9836723,0.004371528,0.001190645,0.0003301343,0.0004906796,0.00005251947,0.005197112,0.00004150168,0.00465354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08654697,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655676463761294,"score_gpt":0.3011382555997532,"score_spread":0.2745814909621402,"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."}}