{"id":"W858233516","doi":"10.5287/ora-j22k0rrgq","title":"Weak gravitational lensing and intrinsic galaxy alignments","year":2003,"lang":"en","type":"dissertation","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weak gravitational lensing; Physics; Astrophysics; Strong gravitational lensing; Gravitational lens; Galaxy; Gravitational lensing formalism; Photometric redshift; Dark matter; Cosmology; COSMIC cancer database; Astronomy; Galaxy formation and evolution; Redshift","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"],"consensus_categories":[],"category_scores_codex":[0.0004025347,0.0003777847,0.000558511,0.0009415799,0.001282713,0.0000590352,0.0005059499,0.0001761239,0.0003063446],"category_scores_gemma":[0.00002166287,0.0005223205,0.0002600306,0.0005150182,0.0006139969,0.0004318959,0.0003485918,0.0009479864,0.00001070113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000190251,"about_ca_system_score_gemma":0.000487273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200127,"about_ca_topic_score_gemma":0.0006945647,"domain_scores_codex":[0.9972078,0.0003546269,0.0001976038,0.0007285927,0.000803121,0.0007082685],"domain_scores_gemma":[0.9980723,0.0002934796,0.0003233716,0.0003647249,0.0006029264,0.0003431934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004866625,0.001239009,0.1116647,0.0009348511,0.003739831,0.0004301352,0.02290262,0.0001673373,0.008359356,0.7139745,0.01972973,0.1119912],"study_design_scores_gemma":[0.006462864,0.001010564,0.0930671,0.001217958,0.0006784714,0.00001216941,0.4020575,0.001917413,0.0004850256,0.06465612,0.4261722,0.002262614],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7247188,0.00006799438,0.005641169,0.0001344357,0.0001879748,0.0006647191,0.0005804003,0.0000278622,0.2679766],"genre_scores_gemma":[0.8957282,0.0006027374,0.02019794,0.00001041894,0.0001323877,2.346054e-7,0.003627313,0.00008620595,0.07961459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6493185,"threshold_uncertainty_score":0.9997228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02113991445315183,"score_gpt":0.2557721387934025,"score_spread":0.2346322243402507,"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."}}