{"id":"W6912016560","doi":"10.5281/zenodo.15878648","title":"Signal True Always True - Physics Model - Cosmological Model","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multidisciplinary Warburg-centric Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Reinterpretation; SIGNAL (programming language); Manifesto; Fractal; Spiral (railway); Metaphysics; Topology (electrical circuits)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006259686,0.000540925,0.0006924754,0.0008083886,0.0009216615,0.00249813,0.001600916,0.002556109,0.01469216],"category_scores_gemma":[0.002678761,0.0002438824,0.000628628,0.0006747241,0.001604785,0.003535794,0.00152639,0.002026912,0.002236216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009591692,"about_ca_system_score_gemma":0.0008031761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003042175,"about_ca_topic_score_gemma":0.002314894,"domain_scores_codex":[0.9997161,0.0001241153,0.000009255216,0.00006310742,0.00005078523,0.00003661287],"domain_scores_gemma":[0.9992065,0.0002937946,0.0000784565,0.000170802,0.0001002572,0.000150142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001747799,0.000008604571,0.00009812284,0.00001980871,0.000005355728,0.0000936827,0.00006219669,0.003359634,0.0001669522,0.9931899,0.001879472,0.00109883],"study_design_scores_gemma":[0.00003840628,0.00001624995,0.0001808559,0.00001323664,0.000009361824,0.0001514923,0.00005743191,0.04823192,0.00008967654,0.9459753,0.005221905,0.00001428177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1261817,0.002457436,0.2686897,0.03075098,0.0008468444,0.0001476807,0.00260566,0.001806385,0.5665136],"genre_scores_gemma":[0.9208108,0.0007985312,0.02864856,0.001136177,0.0003979378,0.0001308348,0.000625907,0.0001866523,0.04726458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01469216,"threshold_uncertainty_score":0.04915017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08730669075480649,"score_gpt":0.3267701704133128,"score_spread":0.2394634796585063,"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."}}