{"id":"W3106000237","doi":"10.1051/0004-6361/201935454/pdf","title":"","year":2019,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Research Council; Istituto Nazionale di Astrofisica; Centro de Astrofísica y Tecnologías Afines; Financiadora de Estudos e Projetos; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Ministério da Ciência, Tecnologia e Inovação; Academia Sinica; Division of Chemistry; Ministry of Science and Technology, Taiwan; Villum Fonden; Canadian Institute for Advanced Research","keywords":"Physics; Astrophysics; Redshift; Cluster (spacecraft); Galaxy; Galaxy cluster; Mass distribution; Weak gravitational lensing; Cluster sampling; Range (aeronautics); Spectroscopy; Astronomy; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005230301,0.0003208187,0.0002723381,0.001189368,0.0006308669,0.0005771822,0.0004315941,0.0002363383,0.02016107],"category_scores_gemma":[0.001451188,0.000162355,0.0003587397,0.0009237903,0.0002022052,0.000315152,0.000938433,0.0001999006,0.00840887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000348982,"about_ca_system_score_gemma":0.0005205346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00648297,"about_ca_topic_score_gemma":0.01064717,"domain_scores_codex":[0.9994708,0.00006183759,0.00002300855,0.0002027888,0.0001452782,0.00009634345],"domain_scores_gemma":[0.9992102,0.00009033276,0.00007315349,0.0002219683,0.0002674109,0.0001368683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000672179,0.0004844766,0.6709485,0.0002577604,0.0001960085,0.0007818128,0.001941533,0.005677114,0.03034801,0.01061475,0.0189403,0.2591376],"study_design_scores_gemma":[0.00002897357,0.0005835759,0.841235,0.00004955392,0.0001175042,0.001015162,0.001689351,0.008492275,0.01504864,0.003938833,0.127758,0.00004313638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9359161,0.0003094633,0.01408271,0.000142693,0.00004392376,0.0002733211,0.01449213,0.0004691613,0.03427042],"genre_scores_gemma":[0.9355229,0.00020441,0.01771656,0.0001496587,0.00003915379,0.0001675048,0.02134324,0.0001969119,0.02465977],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9798389,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007021133010199538,"score_gpt":0.2076591999773811,"score_spread":0.2006380669671815,"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."}}