{"id":"W6889624622","doi":"10.25916/sut.26218190","title":"Nurturing Lyman break galaxies: observed link between environment and spectroscopic features","year":2024,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Autocorrelation; Galaxy; Amplitude; Population; Dark matter; Correlation function (quantum field theory); Absorption (acoustics); Magnitude (astronomy)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006978914,0.0002082527,0.000198617,0.0007159577,0.0002322799,0.0006774698,0.000351855,0.0002619442,0.00116481],"category_scores_gemma":[0.003938674,0.0001729267,0.0001941459,0.0005430225,0.0005465043,0.0003560194,0.0007814986,0.0003578842,0.0002697979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854676,"about_ca_system_score_gemma":0.0001195448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005243436,"about_ca_topic_score_gemma":0.008881457,"domain_scores_codex":[0.9995271,0.0001079556,0.00002424958,0.000148939,0.00009698045,0.0000946704],"domain_scores_gemma":[0.9933348,0.001545678,0.003036579,0.0006303505,0.0004007256,0.00105189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005401352,0.0000111114,0.9962703,0.000002354588,0.00002706022,0.00003721114,0.00009219794,0.00007201882,0.001770917,0.00004265444,0.00002223004,0.001597913],"study_design_scores_gemma":[5.15832e-7,0.00001610356,0.9996979,4.164011e-7,0.000003454094,0.00004371052,0.00003809555,0.0000709399,0.00008067136,0.00001584962,0.00003138485,9.51388e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996374,0.00004166348,0.00008942428,0.000008659801,4.863732e-7,7.411978e-7,0.00004344937,0.000004252302,0.0001739877],"genre_scores_gemma":[0.9998318,0.00001232809,0.00004511513,0.000003778089,0.000001350976,5.570645e-7,0.00005780807,0.000001423209,0.00004576026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005243436,"threshold_uncertainty_score":0.01042587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017136839945168,"score_gpt":0.243389335770116,"score_spread":0.2232179673706643,"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."}}