{"id":"W2028506881","doi":"10.1029/2009eo250001","title":"Looking to the Future: AGU Council Takes Important Action","year":2009,"lang":"en","type":"article","venue":"Eos","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Executive director; Schedule; Task force; Executive committee; Political science; Corporate governance; Task (project management); Research council; Management; Action (physics); Public administration; Public relations; Operations research; Engineering; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008463984,0.00004895888,0.00005559165,0.000005775661,0.0007053422,0.0001043357,0.0002504247,0.00004132799,0.00008348095],"category_scores_gemma":[0.0001623027,0.00003304368,0.00003895926,0.0003319042,0.00005470724,0.0001480401,0.000006108482,0.0000684245,0.00004968984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002259192,"about_ca_system_score_gemma":0.0003011902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008678814,"about_ca_topic_score_gemma":0.1217849,"domain_scores_codex":[0.9987642,0.00003738446,0.00008975378,0.0001288342,0.0007504913,0.000229372],"domain_scores_gemma":[0.9996837,0.00002532033,0.0000493129,0.00009485219,0.00007289422,0.00007396104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001679094,0.00003472899,0.008395107,0.000001404355,0.000007128503,0.00001187501,0.09903377,0.00002093799,0.0006861675,0.06332494,0.3365093,0.4919579],"study_design_scores_gemma":[0.00002697029,0.00002268305,0.03780348,0.000003728615,0.000002621585,3.554078e-7,0.01311073,0.000008976648,0.00004605313,0.001259547,0.9476505,0.0000643718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5902736,0.002184382,0.000389124,0.2427213,0.00504397,0.0006140656,0.000008419057,0.0001910905,0.1585741],"genre_scores_gemma":[0.9910355,0.0001655462,0.00006439674,0.002648368,0.002619093,0.00000481477,1.771227e-7,0.000002064491,0.003460004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6111412,"threshold_uncertainty_score":0.9979225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05318977611529274,"score_gpt":0.3204509658462537,"score_spread":0.2672611897309609,"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."}}