{"id":"W6910336673","doi":"10.48336/hedr-y575","title":"Time evolution of pilot waves in finance","year":2025,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Quantum; Function (biology); Quantum probability; Series (stratigraphy); Financial market; Gaussian; Probability density function; Measure (data warehouse); Wave function","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":[0.001621973,0.0003150432,0.0003488015,0.0011916,0.0004761254,0.001487716,0.0006731751,0.0008776259,0.003808125],"category_scores_gemma":[0.01245036,0.0003267749,0.0004153332,0.0008158063,0.001746805,0.004097878,0.00111755,0.00120272,0.0002603333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009722156,"about_ca_system_score_gemma":0.0005211363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002167994,"about_ca_topic_score_gemma":0.0007244142,"domain_scores_codex":[0.9995073,0.0001941067,0.00002241528,0.00007142829,0.0001400304,0.00006476466],"domain_scores_gemma":[0.9968923,0.001871169,0.0003831974,0.0002472594,0.0003783648,0.0002276392],"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":[0.00003071811,0.00001691564,0.001481743,0.00002904491,0.00001388575,0.0001019215,0.0002211025,0.0246045,0.001635347,0.9633864,0.0005375704,0.007940971],"study_design_scores_gemma":[0.00001425983,0.00004835147,0.003424928,0.00002733116,0.000009119876,0.00009705129,0.0001562045,0.4316422,0.0006611727,0.5619063,0.001976169,0.00003679193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4037026,0.001374179,0.5707122,0.002394178,0.0002106832,0.0000713763,0.0002599508,0.0001939299,0.0210808],"genre_scores_gemma":[0.9714533,0.0006176431,0.02339159,0.00009868416,0.00008438335,0.00004749367,0.00008065673,0.00004847554,0.004177815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003808125,"threshold_uncertainty_score":0.01273942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280669280254968,"score_gpt":0.2236041017302638,"score_spread":0.195537173704767,"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."}}