{"id":"W4409059313","doi":"10.59350/r66kd-nx132","title":"BOSC 2024","year":2023,"lang":"en","type":"preprint","venue":"","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":"Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003817748,0.001872541,0.001710205,0.002734145,0.003006906,0.008762315,0.003546664,0.003073249,0.6734836],"category_scores_gemma":[0.009018719,0.001113384,0.001244417,0.002742014,0.001110712,0.004999153,0.005308251,0.003638598,0.6922078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003393753,"about_ca_system_score_gemma":0.00517889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02462816,"about_ca_topic_score_gemma":0.02682938,"domain_scores_codex":[0.9973863,0.0003863378,0.0000835746,0.0004862805,0.001140435,0.000517093],"domain_scores_gemma":[0.9942443,0.0005300044,0.0001705454,0.001351346,0.001952057,0.001751787],"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":[0.0000782583,0.00001487822,0.00005817233,0.00006213613,0.000005266783,0.00002504446,0.00002067963,0.00009487532,0.0003695537,0.00501745,0.9813302,0.01292349],"study_design_scores_gemma":[0.00003692904,0.000009065322,0.0001923769,0.00003091654,0.000002852465,0.00002935227,0.00001895327,0.0004324285,0.0005286029,0.003008423,0.9956904,0.00001954525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001351418,0.001689143,0.02914204,0.009930898,0.006186415,0.0004413038,0.1381887,0.1701639,0.6429062],"genre_scores_gemma":[0.008987665,0.001131001,0.01956451,0.003391047,0.001667157,0.0004791305,0.2262956,0.0969223,0.6415616],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3265164,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03890513050983176,"score_gpt":0.3272078191713843,"score_spread":0.2883026886615526,"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."}}