{"id":"W7108223053","doi":"10.5281/zenodo.17781549","title":"Chronoceptive Spiral Stabilizer Operator","year":2025,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fractal Systems (Canada)","funders":"","keywords":"Dissipative system; Operator (biology); Bounded function; Control theory (sociology); Forcing (mathematics); Spiral (railway); Lyapunov function; Nonlinear system; Bounded operator","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003544893,0.0002921906,0.00031693,0.000207808,0.001471321,0.00104033,0.001056413,0.0001230664,0.04395928],"category_scores_gemma":[0.00008463259,0.0003103302,0.0001497464,0.0003026949,0.0001304455,0.0001638555,0.003113364,0.0006333977,0.002891367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409994,"about_ca_system_score_gemma":0.00002984115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007155191,"about_ca_topic_score_gemma":3.232916e-7,"domain_scores_codex":[0.9979523,0.0003067832,0.000362157,0.0006877811,0.0002975925,0.0003933319],"domain_scores_gemma":[0.9981905,0.00001961652,0.0001665127,0.0006557606,0.0008186143,0.0001490459],"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":[0.0001903648,0.0008217086,0.0001881192,0.0005013162,0.0007678454,0.00000850441,0.005266949,0.004065624,0.002176854,0.06688625,0.2870614,0.6320651],"study_design_scores_gemma":[0.001069258,0.0001101953,0.0004554607,0.0001329781,0.00006811683,0.000002230988,0.0005197749,0.003380091,0.0005685176,0.002055121,0.9911723,0.0004660066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05500678,0.0003716491,0.1171916,0.001386494,0.001104048,0.00279894,0.006133713,0.001641077,0.8143657],"genre_scores_gemma":[0.9840057,0.00001941713,0.0002775172,0.0001091115,0.000891671,3.066022e-7,0.009538973,0.0009575123,0.004199791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9289989,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434894515504427,"score_gpt":0.2545650282659344,"score_spread":0.2302160831108901,"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."}}