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Sloan Foundation; Centres de Recerca de Catalunya; University of Tokyo; University of Arizona; Higher Education Funding Council for England; University of Oxford; Pennsylvania State University; Carnegie Institution of Washington; University of Virginia; Carnegie Mellon University; Vanderbilt University; University of Chicago; National Science Foundation; University of Michigan; University of Notre Dame; University of Washington; Johns Hopkins University; University of Portsmouth; New Mexico State University; University of Utah; Ohio State University; Smithsonian Institution; Financiadora de Estudos e Projetos; University of Pennsylvania","keywords":"Redshift; Physics; Astrophysics; Dark energy; Photometric redshift; Galaxy; Gravitational lens; Baryon; Redshift survey; Redshift-space distortions; Weak gravitational lensing; Cluster analysis; Cosmology; Astronomy; Statistics","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":[0.005109585,0.0004396543,0.0002887666,0.001888323,0.0003709926,0.000783904,0.0005544561,0.0003716879,0.00136154],"category_scores_gemma":[0.007611217,0.0002960996,0.0005919827,0.002017876,0.0003229521,0.0004641796,0.0005466393,0.0004044792,0.0005471308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245478,"about_ca_system_score_gemma":0.0003874216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02865656,"about_ca_topic_score_gemma":0.03907672,"domain_scores_codex":[0.9985672,0.0005237091,0.00009045802,0.0002709966,0.0004081315,0.000139438],"domain_scores_gemma":[0.9942443,0.001373431,0.001130921,0.001770473,0.001201288,0.0002796768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000431363,0.00005960311,0.8793511,0.00008612612,0.0005273998,0.00006537748,0.0002129358,0.06923224,0.004989458,0.004502601,0.01118433,0.02935751],"study_design_scores_gemma":[0.00009413336,0.00006869763,0.8454155,0.00003960153,0.0001172181,0.00008794936,0.0001353792,0.1251339,0.01533066,0.002228874,0.01125982,0.00008836409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9270893,0.0004498239,0.04478481,0.0003289209,0.00006939696,0.00007530442,0.01423115,0.002690437,0.01028084],"genre_scores_gemma":[0.9769185,0.00006063175,0.01433133,0.0001066047,0.00002148319,0.00002999967,0.007433109,0.0003770133,0.000721345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02865656,"threshold_uncertainty_score":0.05697948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334325762753429,"score_gpt":0.2061008375401078,"score_spread":0.1927575799125735,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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