{"id":"W4388961676","doi":"10.1093/mnras/stad3620","title":"Fuzzy dark matter dynamics and the quasi-particle hypothesis","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Matter wave; Dark matter; Dark energy; Galaxy; Scalar field; Astrophysics; Classical mechanics; Quantum; Quantum mechanics; Cosmology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006430519,0.000200126,0.0004724145,0.0004022702,0.0009741014,0.001158485,0.0006355549,0.0007708236,0.003774919],"category_scores_gemma":[0.002109286,0.0002554415,0.000455076,0.0001960736,0.001842365,0.001576323,0.0008469413,0.0006220829,0.0001434879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136421,"about_ca_system_score_gemma":0.00053342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007232175,"about_ca_topic_score_gemma":0.00310642,"domain_scores_codex":[0.9998573,0.00005766368,0.000005507397,0.00001611095,0.00003089332,0.00003257578],"domain_scores_gemma":[0.9992344,0.0003492578,0.00009645193,0.0001077028,0.00007270541,0.0001394772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000141739,0.0001168885,0.008784296,0.00004461129,0.00006721799,0.0003183967,0.0002612531,0.6262719,0.003672583,0.3568732,0.001102902,0.002345036],"study_design_scores_gemma":[0.0000590201,0.00003676158,0.002039131,0.00000598274,0.000009041933,0.00002872666,0.00006433819,0.9309445,0.0004788356,0.06592854,0.0003915814,0.00001342696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777173,0.00007333567,0.01306829,0.000668299,0.00003745527,0.00002214861,0.00008287606,0.00007698519,0.008253392],"genre_scores_gemma":[0.99756,0.00002216173,0.001890321,0.00005122921,0.00000680867,0.00001186399,0.00002185809,0.000009414791,0.0004263293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007232175,"threshold_uncertainty_score":0.01438016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006837129041357486,"score_gpt":0.1941592880219588,"score_spread":0.1873221589806013,"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."}}