{"id":"W4406683567","doi":"10.22323/1.474.0035","title":"Novel Dark Matter Signatures","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dark matter; Computer science; Physics; Astronomy","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":[0.0005609211,0.0003597625,0.0002915518,0.001794611,0.001119215,0.002047063,0.0006207749,0.0007508358,0.0059532],"category_scores_gemma":[0.003745237,0.0002013955,0.0002452738,0.001338792,0.001930596,0.002179303,0.002022205,0.001330476,0.001102039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008410288,"about_ca_system_score_gemma":0.0003756428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007661569,"about_ca_topic_score_gemma":0.00113855,"domain_scores_codex":[0.9995705,0.00006380038,0.00001685879,0.000157792,0.0001208053,0.00007017312],"domain_scores_gemma":[0.9985867,0.0003741447,0.0002976217,0.0003870288,0.0002101755,0.0001443997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001707103,0.0000277771,0.01983172,0.0002449915,0.00005629401,0.002286323,0.002650794,0.0005977729,0.007887815,0.8606347,0.02129365,0.08431742],"study_design_scores_gemma":[0.00003334237,0.00005062003,0.0317962,0.0002360173,0.00004746305,0.007643747,0.001079892,0.00617234,0.008896332,0.6709988,0.2729503,0.00009484462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4247078,0.01394244,0.1197869,0.01870026,0.001694366,0.0001414884,0.003845469,0.001703309,0.4154781],"genre_scores_gemma":[0.9657584,0.002131446,0.01597834,0.001507542,0.0008854773,0.00005719429,0.0009926067,0.0002342775,0.01245483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0059532,"threshold_uncertainty_score":0.0199154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00900075059940787,"score_gpt":0.240404500051858,"score_spread":0.2314037494524501,"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."}}