{"id":"W7130925613","doi":"10.5281/zenodo.18735449","title":"The Samaxyom Theorem : Universal Logic and the Coherent Architecture of the Cosmos","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Relativity and Gravitational Theory","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Cosmos (plant); Trustworthiness; ESPACE","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":[],"consensus_categories":[],"category_scores_codex":[0.002930987,0.0004645127,0.0005378095,0.001485119,0.003265372,0.0048531,0.001020229,0.001823524,0.009243509],"category_scores_gemma":[0.004248295,0.0003625045,0.0009974469,0.001510773,0.01164245,0.01064155,0.002731059,0.00242383,0.001348333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003851075,"about_ca_system_score_gemma":0.001991883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004876169,"about_ca_topic_score_gemma":0.003502973,"domain_scores_codex":[0.9985924,0.0006942162,0.00006886348,0.0002758548,0.0002541451,0.0001145352],"domain_scores_gemma":[0.998758,0.0005981658,0.00007856471,0.0002552198,0.0002187744,0.00009132903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003840586,9.039306e-7,0.00003780544,0.00001029828,0.000001978143,0.000009272241,0.0001462097,0.00009777206,0.00002040824,0.9951276,0.002317197,0.002226616],"study_design_scores_gemma":[0.000003514147,0.000002180856,0.00007951245,0.00001991426,0.000002186379,0.00001463413,0.0000757734,0.0003758963,0.00004765747,0.9822797,0.01709542,0.000003503265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04391844,0.04158022,0.3318598,0.07263932,0.002062509,0.00008216104,0.0006395347,0.0007148126,0.5065032],"genre_scores_gemma":[0.8255153,0.009276114,0.09019734,0.005148561,0.001993011,0.0002250451,0.000401412,0.0003169727,0.06692626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009243509,"threshold_uncertainty_score":0.03092265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113728797610308,"score_gpt":0.2231218979316313,"score_spread":0.2117490181706005,"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."}}