{"id":"W6940646814","doi":"10.1051/0004-6361/201321651/pdf","title":"PEP/HerMES: the redshift evolution (0 ≤","year":2013,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Astronomical Observatories, Chinese Academy of Sciences; Science and Technology Facilities Council; Max-Planck-Institut für Astronomie; Centre National de la Recherche Scientifique; KU Leuven; Università degli Studi di Padova; Bundesministerium für Verkehr, Innovation und Technologie; Centre National d’Etudes Spatiales; Cardiff University; University of Sussex; National Aeronautics and Space Administration; California Institute of Technology; University of Lethbridge; Imperial College London; UK Space Agency","keywords":"Redshift; Star formation; Luminosity; Stellar evolution; Homogeneous; Star (game theory); Stellar mass","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":[],"consensus_categories":[],"category_scores_codex":[0.001148431,0.0004440843,0.0002648025,0.001506884,0.0001804984,0.0006395539,0.0004145964,0.0002046971,0.003213051],"category_scores_gemma":[0.00158442,0.0001899585,0.0003179614,0.0009195222,0.00017845,0.0009360098,0.0007645382,0.0003171609,0.001036751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004813862,"about_ca_system_score_gemma":0.0001602235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005517473,"about_ca_topic_score_gemma":0.003695105,"domain_scores_codex":[0.9995434,0.00007640877,0.00001654289,0.0001870793,0.0001335637,0.00004293679],"domain_scores_gemma":[0.9991143,0.0002418277,0.0001989439,0.0002426027,0.0001185213,0.00008382327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001112144,0.0001277005,0.6859096,0.0003879351,0.0004952665,0.0006963586,0.0007808491,0.03721791,0.03088894,0.01459562,0.009871278,0.2179164],"study_design_scores_gemma":[0.00004959644,0.0001297679,0.9053525,0.00001577857,0.00006345721,0.0006437245,0.00009481544,0.03278161,0.0230276,0.001929411,0.03586709,0.00004460754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9187778,0.0006637583,0.03069182,0.0001191475,0.00005159993,0.0000538545,0.03524956,0.001607392,0.01278491],"genre_scores_gemma":[0.9281766,0.000288413,0.02953881,0.00003381632,0.00007142875,0.00004520216,0.03651577,0.0002713219,0.00505858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005517473,"threshold_uncertainty_score":0.01097071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032282538987789,"score_gpt":0.2022502046843435,"score_spread":0.1919273792944657,"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."}}