{"id":"W6940643066","doi":"10.1051/0004-6361/201936006/pdf","title":"KiDS-SQuaD","year":2019,"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":"Lawrence Berkeley National Laboratory; INAF-Osservatorio Astronomico di Padova; Smithsonian Astrophysical Observatory; Science and Technology Facilities Council; University of Colorado Boulder; Jet Propulsion Laboratory; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Universidad Nacional Autónoma de México; Ministério da Ciência, Tecnologia e Inovação; Alfred P. Sloan Foundation; University of Washington; European Space Agency; Johns Hopkins University; Università degli Studi di Padova; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Alexander von Humboldt-Stiftung; University of Oxford; York University; Carnegie Mellon University; Carnegie Institution of Washington; University of Utah; Ohio State University; New Mexico State University; University of California, Los Angeles; University of Portsmouth; Yale University; Vanderbilt University; U.S. Department of Energy; Smithsonian Institution; Leibniz-Gemeinschaft; University of Notre Dame; European Commission; California Institute of Technology; National Aeronautics and Space Administration","keywords":"Quasar; Galaxy; Gravitation; Point (geometry); Stars; Completeness (order theory); Sample (material)","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":[0.002509306,0.001306799,0.0007976529,0.002637607,0.00166015,0.003389144,0.002499048,0.001227069,0.140177],"category_scores_gemma":[0.00592954,0.0006629425,0.0008750195,0.002530614,0.0007648257,0.004192778,0.005757923,0.00195607,0.14155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196531,"about_ca_system_score_gemma":0.002004843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634894,"about_ca_topic_score_gemma":0.02476624,"domain_scores_codex":[0.9976369,0.0002939121,0.0001513553,0.0006991249,0.0007631743,0.000455504],"domain_scores_gemma":[0.9952356,0.0005596899,0.0003439883,0.0008616056,0.001343331,0.00165577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001090999,0.0001723808,0.01533832,0.000732157,0.00005906498,0.0003595053,0.0004825943,0.0004050777,0.001425951,0.007738099,0.8865674,0.08562847],"study_design_scores_gemma":[0.0001020442,0.0001237881,0.01064142,0.000209675,0.00002589512,0.0004163722,0.0002267726,0.0005675182,0.0009522872,0.002217766,0.9844653,0.00005121698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03258749,0.004715387,0.01402541,0.005303156,0.002260983,0.00079355,0.4213296,0.05925369,0.4597307],"genre_scores_gemma":[0.07120626,0.001760448,0.02886894,0.003492811,0.000886336,0.0007030074,0.7007879,0.01513518,0.1771591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.140177,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028516376055256,"score_gpt":0.2087344685768546,"score_spread":0.198449304816302,"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."}}