{"id":"W3005472351","doi":"10.5212/terraplural.v.13i3.0018","title":"Análise multicritério na definição de vulnerabilidade ambiental","year":2019,"lang":"en","type":"article","venue":"Terr Plural","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Geoprocessing; Thematic map; Geography; Fragility; Vulnerability (computing); Cartography; Landslide; Water resource management; Analytic hierarchy process; Environmental planning; Environmental science; Geology; Geomorphology; Mathematics; Computer science; Operations research","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":[0.004280663,0.0005106542,0.0005574599,0.008261234,0.0007363451,0.002326909,0.0004825573,0.0002909123,0.002049253],"category_scores_gemma":[0.01106755,0.0001996463,0.0009575867,0.004734784,0.0009927228,0.001360177,0.002550005,0.0005066145,0.0001412821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060246,"about_ca_system_score_gemma":0.001019388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00624662,"about_ca_topic_score_gemma":0.010471,"domain_scores_codex":[0.9968728,0.001163701,0.0003018894,0.0004972966,0.0009472412,0.0002170626],"domain_scores_gemma":[0.9900894,0.005408893,0.002087509,0.0008737785,0.001280634,0.0002596872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009777804,0.00004861802,0.8998344,0.0003138426,0.0004629244,0.0003258277,0.008129018,0.002611591,0.003513603,0.0113128,0.0005441537,0.07280547],"study_design_scores_gemma":[0.00001027808,0.0001959686,0.9195363,0.00023903,0.000263862,0.001270701,0.01947588,0.03277736,0.002780128,0.01538746,0.007992559,0.00007045596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613514,0.0005682234,0.02562742,0.0003180537,0.00001131636,0.0001446201,0.001316888,0.0001940454,0.01046796],"genre_scores_gemma":[0.9904619,0.00007042696,0.008982169,0.000008297678,0.000004717677,0.00004555922,0.0002382261,0.000009705465,0.0001789923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008261234,"threshold_uncertainty_score":0.02263856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004882308892981638,"score_gpt":0.1892845066373737,"score_spread":0.1844021977443921,"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."}}