{"id":"W3159440396","doi":"10.24908/iqurcp.7749","title":"Is There a Fifth-Force? Using Galaxy Mergers to Constrain Dark-Matter Self-Interactions","year":2017,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Dark matter; Galaxy; Astrophysics; Cold dark matter","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008797726,0.0003968464,0.0005354148,0.0005419475,0.0009440126,0.001529503,0.0006782121,0.0008246161,0.0005435442],"category_scores_gemma":[0.00586903,0.0005603277,0.000504008,0.0004046028,0.0009410268,0.001375166,0.0008944597,0.000644603,0.0001091071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008987213,"about_ca_system_score_gemma":0.0005651752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01328698,"about_ca_topic_score_gemma":0.01199655,"domain_scores_codex":[0.9998191,0.00006425833,0.000008973638,0.00003773959,0.00002971449,0.00004030513],"domain_scores_gemma":[0.9969469,0.001700929,0.0006030084,0.0002864873,0.00009078584,0.0003719263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007092695,0.0002343979,0.7480236,0.0001823758,0.00061649,0.0006966945,0.001060156,0.1667345,0.03127364,0.03480803,0.0007640281,0.01489673],"study_design_scores_gemma":[0.0001009415,0.0002173023,0.2198591,0.00004541324,0.0001888926,0.0001556036,0.0004885666,0.7552035,0.00697243,0.01533943,0.001337092,0.00009167218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974453,0.0001191554,0.001426303,0.00009711806,0.000003854902,0.000006246184,0.00002647182,0.0000264972,0.0008491481],"genre_scores_gemma":[0.9994028,0.00003600684,0.000476556,0.00001462796,0.000002759947,0.000002298311,0.0000238625,0.00000546372,0.00003575936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01328698,"threshold_uncertainty_score":0.02641928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09453717595504044,"score_gpt":0.4060531731636353,"score_spread":0.3115159972085949,"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."}}