{"id":"W2297147163","doi":"10.19177/rgsa.v4e020151-13","title":"IN THE EYE OF THE PERFECT STORM","year":2015,"lang":"pt","type":"article","venue":"Revista Gestão & Sustentabilidade Ambiental","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Eye; Storm; Meteorology; Geology; Computer science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008971237,0.00234874,0.001517433,0.001270258,0.005373305,0.01643247,0.001956252,0.0141457,0.05491097],"category_scores_gemma":[0.02539089,0.0008607436,0.001053816,0.0008192835,0.007639849,0.01165011,0.006577531,0.02407425,0.03566633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004035741,"about_ca_system_score_gemma":0.009647483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005995611,"about_ca_topic_score_gemma":0.0126554,"domain_scores_codex":[0.9901126,0.002180324,0.0005292654,0.001426569,0.003757197,0.001994188],"domain_scores_gemma":[0.9856946,0.002422596,0.0009115422,0.0009203692,0.003260559,0.006790216],"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":[0.00001661481,0.000006754766,0.00003769435,0.00004853025,0.000004213497,0.00004395009,0.0001250851,0.000007299235,0.00003596608,0.002872713,0.9904318,0.006369437],"study_design_scores_gemma":[0.000005746778,0.00001196579,0.00008521604,0.000104833,0.000001913279,0.0000610421,0.0003300387,0.000008017887,0.00002311805,0.001211369,0.9981483,0.000008363044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002704385,0.05678388,0.0003324628,0.6808609,0.2317612,0.00002157566,0.0001469102,0.0001905508,0.02963202],"genre_scores_gemma":[0.0114691,0.04952403,0.0007962382,0.5420248,0.09842867,0.00010037,0.0002926008,0.0004495375,0.2969147],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05491097,"threshold_uncertainty_score":0.1836955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04494453173837874,"score_gpt":0.321956239664483,"score_spread":0.2770117079261042,"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."}}