{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b80c0200a956","filters":{"venue":"Terr Plural"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"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","authors":[{"name":"Raquel Weiss","is_ca":true},{"name":"Luís Guilherme Aita Pippi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004882308892981638,"gpt":0.1892845066373737,"spread":0.1844021977443921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001228106,0.000180862,0.0001524561,0.00002261933,0.000155694,0.00002807184,0.0002173623,0.00006051798,0.009968944],"category_scores_gemma":[0.00000910081,0.0001600824,0.0001170183,0.0001170754,0.0002298961,0.0001989389,0.0003055276,0.0001572323,0.005151384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001609647,"about_ca_system_score_gemma":0.000002208814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019499,"about_ca_topic_score_gemma":0.0001488607,"domain_scores_codex":[0.998754,0.00003996226,0.0001591967,0.0003352618,0.0002427186,0.0004689078],"domain_scores_gemma":[0.9995664,0.00002848736,0.00003892668,0.0002427822,0.000001071114,0.0001223429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000230015,0.0001090327,0.9680018,0.000005806303,0.00001246383,0.000007909377,0.001071099,0.0005167141,0.02569867,0.00001604387,0.0009555793,0.003581818],"study_design_scores_gemma":[0.0005948725,0.0001147353,0.9884755,0.000008513619,0.00001298447,0.00002135655,0.0006230777,0.0006497813,0.003061988,0.0001493238,0.006014432,0.0002734356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98155,0.00006524552,0.00001642579,0.0001725483,0.0001740874,0.0001941406,0.000009338257,0.00006540766,0.01775284],"genre_scores_gemma":[0.9974177,0.00001291681,0.0008369827,0.000490464,0.00002432669,0.00002111827,0.000008559188,0.00001547368,0.001172431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02263668,"threshold_uncertainty_score":0.9956232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}