{"id":"W6931034226","doi":"10.5281/zenodo.16808873","title":"**DEPRECATED** Borzoi Human Model Predictor (Linder et al. 2025) using the Genomic API for Model Evaluation (GAME) Framework","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Inorganic and Organometallic Chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Container (type theory); Scripting language; ENCODE; Replicate; Source code; Code (set theory); Sample (material); Interpretation (philosophy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009227557,0.0004777879,0.0003978381,0.0001985279,0.001435646,0.0006169107,0.001844311,0.0005507485,0.05628709],"category_scores_gemma":[0.0006992216,0.0004609851,0.0001940241,0.0003280251,0.0002269319,0.0001015316,0.001292169,0.0009585281,0.0005242543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006203451,"about_ca_system_score_gemma":0.0001156461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000275598,"about_ca_topic_score_gemma":8.141445e-7,"domain_scores_codex":[0.997034,0.0001436013,0.0005095275,0.0009766738,0.0007512015,0.0005850243],"domain_scores_gemma":[0.9973918,0.00005488273,0.0004216222,0.001319356,0.0006497908,0.0001625663],"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":[0.0000564139,0.0001672814,7.315293e-7,0.0004439589,0.0003854324,0.000001538526,0.0006610543,0.009034843,0.05028534,0.003274697,0.9327305,0.002958218],"study_design_scores_gemma":[0.0007768996,0.00001825717,0.000001309019,0.0002766608,0.0002738749,0.00001145726,0.0001391348,0.214416,0.001983754,0.001689105,0.7799598,0.0004537749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001460789,0.0009488287,0.1706189,0.0008812124,0.0001661605,0.001447093,0.003072751,0.001657702,0.8197466],"genre_scores_gemma":[0.09669308,0.000880712,0.008038146,0.002822424,0.001477003,0.000003937454,0.02383345,0.02455068,0.8417006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2053811,"threshold_uncertainty_score":0.9998643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06852654848809495,"score_gpt":0.3146450540500158,"score_spread":0.2461185055619209,"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."}}