{"id":"W3103235200","doi":"10.1051/0004-6361/201629608/pdf","title":"Confronting semi-analytic galaxy models with galaxy-matter correlations observed by CFHTLenS","year":2017,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Astrophysics; Physics; Galaxy; Satellite galaxy; Interacting galaxy; Galaxy formation and evolution; Galaxy merger; Astronomy; Lenticular galaxy","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":[0.0001845363,0.0003599558,0.0005014263,0.0002915379,0.0008041795,0.0001256976,0.000896228,0.0002049057,0.0001992878],"category_scores_gemma":[0.00003144236,0.0003411341,0.0001442015,0.0002316662,0.0007458204,0.001337663,0.0002953728,0.0005140427,0.0001493659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009203074,"about_ca_system_score_gemma":0.0001512399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004035171,"about_ca_topic_score_gemma":0.00006847808,"domain_scores_codex":[0.9981003,0.00001251869,0.0006419002,0.00046613,0.0002653693,0.0005137764],"domain_scores_gemma":[0.9972907,0.0000138304,0.0008718033,0.001444558,0.0002811863,0.00009788188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008551578,0.00005593021,0.9547961,0.00002570721,0.000214387,7.263669e-8,0.0001235618,0.0009899114,0.0004762064,0.04225854,0.0008242305,0.0002268275],"study_design_scores_gemma":[0.001333176,0.00006990872,0.9639586,0.0002129887,0.0002056276,0.00000411206,0.0001608565,0.01188748,0.001875507,0.01569065,0.004017561,0.0005834971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730825,0.00008787907,0.01659087,0.001681851,0.0003882457,0.0004209082,0.00005603923,0.0002024957,0.007489239],"genre_scores_gemma":[0.9880465,0.000006564062,0.01003076,0.000004860137,0.0001493257,0.00006336921,0.00007543911,0.00004437726,0.001578846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02656789,"threshold_uncertainty_score":0.9999041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681675955590418,"score_gpt":0.218032458710718,"score_spread":0.2012156991548139,"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."}}