{"id":"W3187874234","doi":"10.3390/universe7100384","title":"Multi-Modal Clustering Events Observed by Horizon-10T and Axion Quark Nuggets","year":2021,"lang":"en","type":"preprint","venue":"Universe","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Axion; Cluster analysis; Annihilation; Particle physics; Dark matter; Astrophysics; Modal; Omega; Event (particle physics); Horizon; Quark; Astronomy; Computer science; Artificial intelligence; Quantum mechanics","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":[0.0003167632,0.0002435401,0.0002146995,0.001107591,0.0003069765,0.0005305836,0.0002412958,0.0002868716,0.001702848],"category_scores_gemma":[0.0005964729,0.0001689663,0.0002879501,0.0009875147,0.0002744081,0.0003268861,0.0005658436,0.000380105,0.0001826407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004020576,"about_ca_system_score_gemma":0.0001160207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002925644,"about_ca_topic_score_gemma":0.003642933,"domain_scores_codex":[0.999821,0.00001920749,0.000005640775,0.00005065845,0.00005159896,0.00005199091],"domain_scores_gemma":[0.9994557,0.00007187119,0.0002127206,0.00007165581,0.00004609386,0.0001419511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002889513,0.0002374186,0.5488492,0.0003187615,0.0005165348,0.005023793,0.001250863,0.00897255,0.3530634,0.014211,0.007948757,0.05671825],"study_design_scores_gemma":[0.00004217576,0.0001243579,0.9507484,0.00001918032,0.00007142389,0.002192517,0.0001593695,0.01817605,0.0201937,0.002718115,0.005499856,0.0000548728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878355,0.0003273048,0.003965689,0.0001032837,0.00002003352,0.00001945026,0.001151601,0.0002947669,0.006282286],"genre_scores_gemma":[0.9972664,0.00004482215,0.001415003,0.00001577791,0.00001453645,0.000003964961,0.000725538,0.00002649886,0.0004875563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002925644,"threshold_uncertainty_score":0.005817235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833809917787723,"score_gpt":0.228001321217701,"score_spread":0.2096632220398237,"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."}}