{"id":"W2491855816","doi":"10.1103/physrevlett.117.051101","title":"Constraining<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"><mml:mi>f</mml:mi><mml:mo stretchy=\"false\">(</mml:mo><mml:mi>R</mml:mi><mml:mo stretchy=\"false\">)</mml:mo></mml:math>Gravity Theory Using Weak Lensing Peak Statistics from the Canada-France-Hawii-Telescope Lensing Survey","year":2016,"lang":"lv","type":"article","venue":"Physical Review Letters","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Astronomical Observatories, Chinese Academy of Sciences; Science and Technology Facilities Council; Shanghai Normal University; Science and Technology Commission of Shanghai Municipality; British Infection Society; China Postdoctoral Science Foundation; Chinese Academy of Sciences; National Natural Science Foundation of China; Durham University","keywords":"Physics; Galaxy; Astrophysics; Weak gravitational lensing; Halo; Algorithm; Statistics; Redshift; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002057401,0.0009825694,0.0007858684,0.000112173,0.001656122,0.0006590436,0.001179163,0.0004264718,0.000295122],"category_scores_gemma":[0.001335428,0.001150267,0.001072732,0.0005934032,0.002351463,0.0006955608,0.0007662047,0.001498662,0.000500718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005574376,"about_ca_system_score_gemma":0.001457041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01918745,"about_ca_topic_score_gemma":0.006588284,"domain_scores_codex":[0.9925789,0.001304138,0.001571823,0.001484293,0.001353313,0.001707505],"domain_scores_gemma":[0.9903935,0.005546986,0.001850549,0.001362477,0.0002668447,0.0005796857],"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":[0.0003664608,0.0002084825,0.000286374,0.0007507345,0.00134571,0.000139161,0.001005258,0.0002419771,0.002169515,0.9676663,0.006786422,0.01903358],"study_design_scores_gemma":[0.01071043,0.003257686,0.006010147,0.04800778,0.01791925,0.0009637378,0.01204008,0.08372248,0.1377979,0.6335456,0.03292869,0.01309628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844489,0.003057318,0.005457036,0.00211244,0.001439691,0.0001458616,0.00296642,0.00009075193,0.0002816385],"genre_scores_gemma":[0.9894047,0.0006678882,0.001415585,0.00492513,0.001866127,0.0001404133,0.001244482,0.0003185517,0.00001716766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3341208,"threshold_uncertainty_score":0.9996436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968637782896403,"score_gpt":0.2583429498150029,"score_spread":0.2386565719860389,"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."}}