{"id":"W4307407931","doi":"10.1088/1402-4896/ac9dca","title":"Comparative study of galaxy clustering using halo approximation and mean-field theory in the light of modified theories of gravity","year":2022,"lang":"en","type":"article","venue":"Physica Scripta","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Quantum Research Center","funders":"","keywords":"Physics; Partition function (quantum field theory); Galaxy; Astrophysics; Boltzmann constant; Gravitational field; Statistical physics; Classical mechanics; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004305913,0.00007883329,0.0002488524,0.00005159754,0.0001156232,0.000005852543,0.0001386483,0.000007489874,0.00001297309],"category_scores_gemma":[0.000006604738,0.00006251743,0.0000377252,0.0001877495,0.00009740429,0.00008737902,0.0001004108,0.0001165864,6.66391e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005040875,"about_ca_system_score_gemma":0.00001469505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002132344,"about_ca_topic_score_gemma":0.00001261866,"domain_scores_codex":[0.9990281,0.0004385044,0.000222068,0.0001096483,0.0001288362,0.00007288035],"domain_scores_gemma":[0.999394,0.0001638819,0.0002158888,0.0001716092,0.00004688375,0.00000771672],"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":[0.0002561017,0.0006454049,0.01167408,0.00002540291,0.00007914562,1.910887e-7,0.1070286,0.0006389601,0.007358823,0.8717744,0.00001536363,0.000503439],"study_design_scores_gemma":[0.0005818677,0.0003056057,0.01057189,0.00001193394,0.00005211969,3.431282e-7,0.1289009,0.001256918,0.01094827,0.8472887,0.000005676347,0.00007575632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945733,0.0000305488,0.004040292,0.00004512792,0.00006105842,0.0002821894,0.00002070487,0.000002558596,0.0009442379],"genre_scores_gemma":[0.9998208,8.143048e-8,0.00009878621,0.000008956506,0.00001430249,0.00003136121,0.00000589099,0.000003471948,0.00001629365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02448573,"threshold_uncertainty_score":0.2549387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948190144617838,"score_gpt":0.2896340824806777,"score_spread":0.2601521810344993,"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."}}