{"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":"e6b1fa37cb1f","filters":{"venue":"Resources Survey and Environment"}},"results":[{"id":"W2361413567","doi":"","title":"Application of GIS to the study on environmental geology","year":2010,"lang":"en","type":"article","venue":"Resources Survey and Environment","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geographic information system; GIS applications; Environmental geology; Visualization; Field (mathematics); Popularity; Spatial analysis; GIS and public health; China; Remote sensing; Geology; Environmental resource management; Computer science; Data science; Geography; Data mining; Environmental science; Metamorphic petrology; Archaeology","authors":[{"name":"Hong Tian-qiu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01615551666522747,"gpt":0.1955416416092363,"spread":0.1793861249440089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006788943,0.00008138646,0.0001162667,0.00002817609,0.0001206203,0.000008480532,0.0001477076,0.00004082574,0.0005365714],"category_scores_gemma":[0.00001761408,0.00004783252,0.00002513969,0.00004225863,0.00008995333,0.00001139989,0.00002664151,0.0001160263,0.0002560273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001034698,"about_ca_system_score_gemma":8.588247e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844365,"about_ca_topic_score_gemma":0.002808347,"domain_scores_codex":[0.9991725,0.0001695308,0.0001351855,0.0002293687,0.0001675471,0.0001258657],"domain_scores_gemma":[0.9994918,0.0001575199,0.00004428738,0.000232506,0.000001165787,0.00007271719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002395319,0.00007156948,0.9360892,5.106352e-7,0.00001180331,3.776219e-7,0.0002653305,0.02443253,0.00009417903,0.000001136262,0.0000109232,0.03899851],"study_design_scores_gemma":[0.00007903277,0.0003151314,0.9846513,3.600689e-7,0.000008730968,8.028665e-7,0.0002176265,0.006388834,0.0000122214,0.00002150674,0.008244885,0.00005951314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988415,0.00006083729,0.0003389264,0.0003309089,0.00002554104,0.000156718,0.00003911561,0.000004799633,0.000201677],"genre_scores_gemma":[0.9996189,0.00003178752,0.00005405649,0.0001094598,0.00003232382,0.000003501082,0.00003934264,0.000001423125,0.0001091961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04856219,"threshold_uncertainty_score":0.587508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}