{"id":"W6930968424","doi":"10.5281/zenodo.15239889","title":"Pangu Genix Project Basic Framework Document","year":2025,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Genetics and Physical Performance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"","keywords":"Scripting language; Component (thermodynamics); Metadata; Digital signature; Universe; Situated; Core (optical fiber)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005246959,0.001766482,0.0009332178,0.002725397,0.001128242,0.005975516,0.003773791,0.002852385,0.3110514],"category_scores_gemma":[0.005753936,0.0008755712,0.000853179,0.002547514,0.0007614695,0.003253099,0.003614787,0.001775332,0.2488523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002580243,"about_ca_system_score_gemma":0.004816401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162701,"about_ca_topic_score_gemma":0.005609408,"domain_scores_codex":[0.9977945,0.0005824661,0.00009762377,0.0003026293,0.0008981177,0.000324624],"domain_scores_gemma":[0.9979429,0.0003990906,0.00009534367,0.0006527262,0.0006554021,0.0002546237],"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":[0.0004150764,0.0000909895,0.0003396943,0.0006875257,0.00002126601,0.0001317244,0.000145152,0.002548328,0.001578561,0.1027139,0.8154677,0.07586014],"study_design_scores_gemma":[0.00006295913,0.0000292685,0.0002234316,0.0001231916,0.000004503803,0.00005734938,0.00003526558,0.001326635,0.0007191115,0.009206054,0.9881974,0.00001490689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002771125,0.001997625,0.1006598,0.00345904,0.001219792,0.00210625,0.2013777,0.06973097,0.6166778],"genre_scores_gemma":[0.02876991,0.003764642,0.1441986,0.001555913,0.0006352986,0.007200771,0.490534,0.04530264,0.2780383],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3110514,"threshold_uncertainty_score":0.9827015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03241339460078244,"score_gpt":0.2958580457593432,"score_spread":0.2634446511585607,"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."}}