{"id":"W1541121663","doi":"10.5075/epfl-thesis-6649","title":"Large scale structures around medium mass galaxy clusters at intermediate redshift","year":2015,"lang":"en","type":"article","venue":"Infoscience (Ecole Polytechnique Fédérale de Lausanne)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Astrophysics; Galaxy cluster; Redshift; Astronomy; Galaxy; Supercluster (genetic); Galaxy formation and evolution; Galaxy merger; Lenticular galaxy; Sky; Star formation; Cluster (spacecraft); Chemistry","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":[0.00007786939,0.00009597631,0.0001286088,0.0008807111,0.0004458568,0.0005348983,0.0002348522,0.0001225086,0.000882178],"category_scores_gemma":[0.0004813649,0.00009713133,0.0001258938,0.0007750652,0.0003131313,0.0002037821,0.0004152374,0.0001461908,0.00009614852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006488693,"about_ca_system_score_gemma":0.00021703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02616912,"about_ca_topic_score_gemma":0.03348187,"domain_scores_codex":[0.9999269,0.00000493765,0.000002192122,0.00002182753,0.0000160858,0.0000280386],"domain_scores_gemma":[0.9997581,0.00003148867,0.00007219028,0.00002755797,0.00004153422,0.0000692034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009521595,0.00002153046,0.967608,0.0000296048,0.00005843059,0.0004652209,0.001397204,0.005636514,0.01344933,0.003040251,0.0005355891,0.007663097],"study_design_scores_gemma":[0.000001593056,0.00000756866,0.997866,0.000001981136,0.000007827734,0.00004029739,0.0001778232,0.001017911,0.0002925725,0.0002136448,0.0003692368,0.000003567648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986534,0.00006925013,0.0002759122,0.00001206534,8.096654e-7,0.000003691046,0.0001142868,0.00001555424,0.000854906],"genre_scores_gemma":[0.9995171,0.00002015108,0.0001905016,0.000002494479,0.00000111259,0.000001912168,0.0001097677,0.000002073181,0.0001548978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02616912,"threshold_uncertainty_score":0.0520336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457764796332882,"score_gpt":0.2797430503236231,"score_spread":0.2651654023602942,"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."}}