{"id":"W4307931315","doi":"10.1175/bams-d-22-0061.1","title":"The First 30 Years of GEWEX","year":2022,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Environmental science; Water cycle; Climatology; Meteorology; Geography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000603115,0.0001116714,0.0002544199,0.00000318855,0.0006155515,0.000004775724,0.001004832,0.00002064754,0.00240202],"category_scores_gemma":[0.0001172042,0.00006260363,0.0003549985,0.0002684433,0.002586927,0.000005546456,0.002507245,0.0001963026,0.00003704817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009250982,"about_ca_system_score_gemma":0.000004968111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001232224,"about_ca_topic_score_gemma":0.0000137739,"domain_scores_codex":[0.9984552,0.0002482633,0.0002443454,0.000237556,0.0005217387,0.0002928808],"domain_scores_gemma":[0.998733,0.0004669511,0.0003510155,0.0004072553,0.000007319357,0.00003440415],"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":[0.0002751433,0.0007098727,0.03633993,0.0000129181,0.0004641816,0.000005949334,0.001783995,0.007405708,0.01091919,0.007645127,0.9097639,0.0246741],"study_design_scores_gemma":[0.0001818661,0.0005278848,0.2071492,0.000001509382,0.00003284867,0.000003655507,0.001284251,0.00006116134,0.0008265137,0.005358736,0.784441,0.0001314312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965335,0.0001935331,0.00001597982,0.01926099,0.0001190578,0.0001704573,0.00003451551,0.00003077542,0.01483976],"genre_scores_gemma":[0.9953712,0.00004663684,0.0007509581,0.003187343,0.00001886731,0.00005263011,4.316795e-7,0.000009492809,0.0005624105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1708092,"threshold_uncertainty_score":0.9985099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008243806894347646,"score_gpt":0.1945694552875251,"score_spread":0.1863256483931774,"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."}}