{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007148103,0.0003136426,0.0004498695,0.001319686,0.0005986906,0.0001004193,0.0007879552,0.0002616992,0.001083943],"category_scores_gemma":[0.00002925144,0.0003471798,0.0001574325,0.001015766,0.001087022,0.0005408658,0.0007609097,0.001160446,0.0001374365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003789504,"about_ca_system_score_gemma":0.0001961472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007026352,"about_ca_topic_score_gemma":0.00001929816,"domain_scores_codex":[0.9974508,0.0001022334,0.0003257424,0.0006756834,0.0006114243,0.0008340637],"domain_scores_gemma":[0.9986979,0.00015752,0.000106039,0.0006969831,0.0001415104,0.0002000619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002050652,0.00005488583,0.9753698,0.0001283066,0.0003200998,0.000001806191,0.0008921879,0.000006301756,0.001654148,0.01605967,0.001830618,0.003661655],"study_design_scores_gemma":[0.0007184268,0.0002420708,0.9580992,0.00023207,0.00007608587,0.000004230594,0.002913337,0.0001742771,0.004540661,0.02213571,0.01054726,0.0003166439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908271,0.001734002,0.0003171407,0.004278406,0.00007619955,0.0004840616,0.00004449303,0.0002820418,0.001956518],"genre_scores_gemma":[0.9934916,0.0003284532,0.001267253,4.659178e-7,0.0002917449,0.00000400158,0.0000600686,0.00003377524,0.004522576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01727058,"threshold_uncertainty_score":0.999898,"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."}}