{"id":"W7119044332","doi":"10.5281/zenodo.18157143","title":"The Samaxyom Hypothesis: Universal Logic and the Coherent Architecture of the Cosmos","year":2025,"lang":"","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formalism (music); Field (mathematics); sort; Volume (thermodynamics)","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":[0.001081466,0.0002217369,0.0003149822,0.001023347,0.00119827,0.002419237,0.0005482351,0.001082855,0.004172703],"category_scores_gemma":[0.001380939,0.0001539521,0.0005104051,0.0005289597,0.006870536,0.003272348,0.001328467,0.00102642,0.0004089283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674901,"about_ca_system_score_gemma":0.0006515994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618396,"about_ca_topic_score_gemma":0.001040836,"domain_scores_codex":[0.9996492,0.0001202311,0.00001272206,0.00009256296,0.00007792099,0.00004740398],"domain_scores_gemma":[0.9994647,0.0002468462,0.00007649579,0.00008312493,0.00007605642,0.00005282613],"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":[0.000002992189,0.000001041474,0.0001046655,0.000007786584,0.000001734756,0.00001106254,0.00008313733,0.0002269613,0.00006134104,0.9979661,0.0004881506,0.001045142],"study_design_scores_gemma":[0.000005045389,0.000006525433,0.0004124175,0.00001285503,0.000002356244,0.00002633198,0.00008237085,0.001588131,0.0001040709,0.9930841,0.004671469,0.000004402471],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3335395,0.01730979,0.3364412,0.03901158,0.0008192512,0.00007648181,0.0004576147,0.0003630884,0.2719815],"genre_scores_gemma":[0.9713989,0.001286797,0.01522676,0.000900742,0.0003646303,0.00004947679,0.00007548397,0.00003290328,0.01066418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004172703,"threshold_uncertainty_score":0.01395911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210835220898115,"score_gpt":0.1970742512223455,"score_spread":0.175990729132534,"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."}}