{"id":"W6949841004","doi":"10.5281/zenodo.16575225","title":"A Resonant Order Framework for Alzheimers Disease: Evidence of Harmonic Phase Collapse and a Path Toward Coherent Restoration","year":2025,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fractal and DNA sequence analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Phase (matter); Harmonic; Path (computing); Interpretation (philosophy); Alzheimer's disease; Order (exchange); Resonance (particle physics); Cognition; Dementia","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":[],"consensus_categories":[],"category_scores_codex":[0.0004190474,0.0001864393,0.0002241167,0.0001273767,0.0004533441,0.0002255851,0.0005419273,0.000174731,0.0003091662],"category_scores_gemma":[0.001861567,0.0001876112,0.000107669,0.0002626982,0.0001781955,0.00001448837,0.001421867,0.0002120217,0.00002605168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004739644,"about_ca_system_score_gemma":0.00005206984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002589334,"about_ca_topic_score_gemma":7.718081e-7,"domain_scores_codex":[0.9984227,0.0002114459,0.0003073868,0.0006017632,0.0002381083,0.0002185993],"domain_scores_gemma":[0.9981913,0.00002978224,0.000225876,0.0005463525,0.0008504696,0.0001562423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01203276,0.001850397,0.00006415878,0.005898591,0.00253888,0.00004402886,0.00282486,0.001240996,0.2635348,0.009821625,0.2422818,0.4578671],"study_design_scores_gemma":[0.002028521,0.002075683,0.0003499027,0.001922313,0.0009163382,0.000012233,0.0005891007,0.006041405,0.01799246,0.003603159,0.9636115,0.0008573953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.524311,0.05975576,0.3888772,0.008103993,0.0006535643,0.007001807,0.008062198,0.0004733434,0.002761112],"genre_scores_gemma":[0.9874469,0.004080381,0.002861154,0.0001505238,0.0001413025,0.000001454202,0.004587182,0.0003429342,0.0003881619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7213297,"threshold_uncertainty_score":0.7650561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06144931581255932,"score_gpt":0.3259622306581833,"score_spread":0.264512914845624,"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."}}