{"id":"W7162551316","doi":"10.5281/zenodo.20414748","title":"THE SAMAXYOM THEOREM : A QUANTUM OF COSMOS","year":2025,"lang":"fr","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fluid dynamics and aerodynamics studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmos (plant); Lagrangian; Hamiltonian (control theory); Quantum","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008331995,0.0003535625,0.0003828473,0.000236182,0.003808232,0.0006378161,0.001521934,0.0001965033,0.001181786],"category_scores_gemma":[0.0009484389,0.0003263273,0.0001781309,0.0007607577,0.0002784051,0.0001061256,0.0008076088,0.0006250569,0.001116281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003036819,"about_ca_system_score_gemma":0.00001321026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001175219,"about_ca_topic_score_gemma":0.00002304823,"domain_scores_codex":[0.9976439,0.0003078066,0.0006212383,0.0004317654,0.0004469282,0.000548383],"domain_scores_gemma":[0.9976908,0.0001845607,0.0002099558,0.0006598533,0.001147502,0.0001073234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000137202,0.0001555114,0.000004305208,0.001335197,0.0006620837,0.00000966507,0.004780181,0.005908147,0.006993434,0.7751254,0.0573204,0.1475684],"study_design_scores_gemma":[0.0005341934,0.0002333055,0.001052112,0.0005740697,0.0001460038,0.00001761833,0.004134272,0.1435222,0.0003839892,0.005805821,0.8431211,0.0004753734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1515946,0.01362974,0.02686247,0.003403615,0.00513691,0.003196546,0.00436047,0.002101541,0.7897141],"genre_scores_gemma":[0.9504515,0.01235177,0.0004968922,0.00004759403,0.0002807906,3.505856e-7,0.01115193,0.004386513,0.02083269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7988569,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434464157124072,"score_gpt":0.2216966650210211,"score_spread":0.2073520234497804,"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."}}