{"id":"W4210383847","doi":"10.1175/1520-0477-84.8.1089","title":"45 BEACON","year":2003,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Connaught Fund; Frances McClelland Institute for Children, Youth, and Families","keywords":"Environmental science; Meteorology; Computer science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009004853,0.00009676072,0.0002093519,0.000007684803,0.0003654681,0.0001194055,0.0006198384,0.00003369062,0.001990319],"category_scores_gemma":[0.0006146444,0.00005610464,0.0003251146,0.0000599426,0.001195264,0.00003813393,0.0001180892,0.0003307445,0.00004691479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002148176,"about_ca_system_score_gemma":0.00001623591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003418499,"about_ca_topic_score_gemma":0.000007663821,"domain_scores_codex":[0.9988053,0.0004745362,0.0001978384,0.0001447383,0.0001946284,0.0001829253],"domain_scores_gemma":[0.9988717,0.000274517,0.0002643516,0.0004591052,0.00008736826,0.00004296629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003664515,0.0003414168,0.003685153,0.00001254437,0.0001545869,3.560106e-7,0.006778223,0.00001903502,0.0011291,0.5592314,0.4203941,0.008217428],"study_design_scores_gemma":[0.000114737,0.0001067654,0.003751244,0.000003896196,0.00002040187,0.000001029429,0.001906458,0.000006081682,0.0001850395,0.003627941,0.990189,0.00008742442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8425356,0.000271083,0.00003577925,0.01443505,0.0001879442,0.0001164205,0.000009284086,0.0000727892,0.1423361],"genre_scores_gemma":[0.9887852,0.00004982194,0.002298459,0.005126688,0.00006424708,0.00001115138,0.000001870183,0.000007637878,0.003654946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5697949,"threshold_uncertainty_score":0.998922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789304000120491,"score_gpt":0.2276973143282836,"score_spread":0.1998042743270786,"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."}}