{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005354126,0.0002694013,0.0002380074,0.0001456069,0.0009184984,0.0004218235,0.001019134,0.0003107412,0.001743558],"category_scores_gemma":[0.0006578961,0.0002744586,0.0001484628,0.0003217532,0.0001136074,0.000005936217,0.001689358,0.000463672,0.001010834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228142,"about_ca_system_score_gemma":0.00006197317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003538251,"about_ca_topic_score_gemma":5.472141e-7,"domain_scores_codex":[0.9978714,0.0001739489,0.0003130062,0.0006813755,0.0005494468,0.0004108082],"domain_scores_gemma":[0.9979239,0.0000102877,0.000166275,0.0008588119,0.0009235363,0.0001172178],"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":[0.00006176034,0.0001162682,0.00000418882,0.0003511416,0.0001803549,0.000006278825,0.0001103467,0.00003706857,0.01006512,0.0003876599,0.8876269,0.1010529],"study_design_scores_gemma":[0.0001778053,0.0003276897,0.0001905537,0.0001190149,0.00003956907,0.00003108018,0.00002742036,0.00001564156,0.00269396,0.0001984509,0.9958888,0.0002899591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03213983,0.003231157,0.005305642,0.0005920018,0.001553371,0.002136642,0.001647588,0.0004709026,0.9529229],"genre_scores_gemma":[0.8089343,0.01826699,0.002298083,0.0009365839,0.00582926,0.000001394774,0.05574151,0.005988393,0.1020035],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8509194,"threshold_uncertainty_score":0.9999707,"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."}}