{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"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":"413183b1cbc9","filters":{"venue":"GeoHazards"}},"results":[{"id":"W4387060357","doi":"10.3390/geohazards4040020","title":"Flooding and Waste Disposal Practices of Urban Residents in Nigeria","year":2023,"lang":"en","type":"article","venue":"GeoHazards","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Environmental planning; Flooding (psychology); Flood myth; Business; Waste disposal; Work (physics); Sustainability; Municipal solid waste; Environmental resource management; Engineering; Waste management; Environmental science; Geography","authors":[{"name":"Adaku Jane Echendu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04179328657704631,"gpt":0.3332327213741748,"spread":0.2914394347971285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008606348,0.00006340624,0.0001255608,0.0001268029,0.0001370028,0.00003721282,0.0001278134,0.00006454662,0.0000483053],"category_scores_gemma":[0.0004230824,0.00005817482,0.00001946748,0.0003747315,0.0001081006,0.0002353595,0.00007873603,0.0000746332,0.00003034943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002597529,"about_ca_system_score_gemma":0.00009944267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122084,"about_ca_topic_score_gemma":0.006353006,"domain_scores_codex":[0.9990376,0.0001106012,0.0001607663,0.0001517148,0.000293051,0.0002462201],"domain_scores_gemma":[0.9995854,0.00012997,0.0001259223,0.00007271457,0.00002920998,0.00005680606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005354496,0.00005404799,0.8473209,0.0001087974,0.00004213457,0.0000524959,0.1187593,0.000006377171,0.001326122,0.009263647,0.01553133,0.007481401],"study_design_scores_gemma":[0.0004529441,0.00003431039,0.9300349,0.0001474571,0.000008608014,5.212589e-7,0.05050901,0.00004790236,0.0004049401,0.002160629,0.01599027,0.0002085304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842765,0.0003777242,4.056131e-7,0.002708831,0.000302316,0.00009701236,0.000002993495,0.00004875777,0.01218549],"genre_scores_gemma":[0.9939795,0.001712501,0.0000530491,0.00002001722,0.0001228975,0.000005463201,0.000003295872,0.000005958579,0.004097349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08271404,"threshold_uncertainty_score":0.3545127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366825515","doi":"10.3390/geohazards4020008","title":"Fault Slip Tendency Analysis for a Deep-Sea Basalt CO2 Injection in the Cascadia Basin","year":2023,"lang":"en","type":"article","venue":"GeoHazards","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Remotely Operated Platform for Ocean Sciences; Geological Survey of Canada; Natural Resources Canada; Ocean Networks Canada Society; University of Victoria","funders":"","keywords":"Geology; Basalt; Induced seismicity; Structural basin; Carbon sequestration; Submarine pipeline; Seismology; Slip (aerodynamics); Permeability (electromagnetism); Crust; Carbonate; Pore water pressure; Injection well; Aquifer; Petrology; Geochemistry; Oceanography; Geotechnical engineering; Petroleum engineering; Geomorphology; Carbon dioxide; Groundwater","authors":[{"name":"Eneanwan Ekpo Johnson","is_ca":true},{"name":"Martin Scherwath","is_ca":true},{"name":"Kate Moran","is_ca":true},{"name":"Stan E. Dosso","is_ca":true},{"name":"K. M. M. Rohr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02454937461815494,"gpt":0.2546285812044891,"spread":0.2300792065863342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000968361,0.000129318,0.0002290921,0.0003396212,0.0002766295,0.00006140516,0.0002132648,0.00007106975,0.0005316997],"category_scores_gemma":[0.0001933267,0.00008579477,0.0001827504,0.002242375,0.00005143217,0.0001010709,0.0000116378,0.0001360423,0.0002908722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006176175,"about_ca_system_score_gemma":0.00004948866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007800761,"about_ca_topic_score_gemma":0.1093864,"domain_scores_codex":[0.9987059,0.00008325612,0.0002125942,0.0002766775,0.0002963524,0.0004252273],"domain_scores_gemma":[0.9991434,0.0004829806,0.00005163717,0.000228654,0.00004832315,0.00004497898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000231273,0.00001037518,0.9427484,0.00001381592,0.0001489454,0.00001797854,0.001141062,0.006994549,9.192204e-7,0.00005064535,0.003481328,0.0453689],"study_design_scores_gemma":[0.0002389524,0.0001162913,0.9587384,0.000004301576,0.0001101877,0.000006161381,0.001168223,0.03103448,0.000006534973,0.0007550264,0.00770113,0.0001203125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908483,0.0006088282,0.0002552981,0.001177433,0.0003193614,0.0003233393,0.0001712744,0.00009104852,0.006205136],"genre_scores_gemma":[0.9984643,0.0001640776,0.00007738689,0.0004011199,0.0001468442,0.00001989828,0.0002174645,0.000003374548,0.0005055599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015856,"threshold_uncertainty_score":0.9988064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200343524","doi":"10.3390/geohazards2040022","title":"Potential Fault Displacement Hazard Assessment Using Stochastic Source Models: A Retrospective Evaluation for the 1999 Hector Mine Earthquake","year":2021,"lang":"en","type":"article","venue":"GeoHazards","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Fault (geology); Displacement (psychology); Seismic hazard; Hazard; Seismology; Hazard analysis; Probabilistic logic; Geology; Engineering; Reliability engineering; Statistics; Mathematics","authors":[{"name":"Katsuichiro Goda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03723132720387742,"gpt":0.2883193130649558,"spread":0.2510879858610784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009906262,0.00024119,0.0002984729,0.00005543313,0.0007762957,0.0001557161,0.0001734636,0.00007524532,0.001310694],"category_scores_gemma":[0.0001699266,0.000174773,0.0002010359,0.0002679897,0.00009885214,0.0001798375,0.00004676116,0.0001923137,0.00002558475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000538747,"about_ca_system_score_gemma":0.0004199486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097701,"about_ca_topic_score_gemma":0.006217277,"domain_scores_codex":[0.9975914,0.0001538312,0.0003147626,0.0005017685,0.0009278921,0.0005103868],"domain_scores_gemma":[0.9987261,0.0002685591,0.0001371235,0.0003622204,0.0004174298,0.00008854862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001058846,0.0000578859,0.01180839,0.00002685373,0.000373089,0.000009358939,0.0005366446,0.9079874,0.00008809397,0.0001496828,0.0006552842,0.07820146],"study_design_scores_gemma":[0.0008930393,0.000146472,0.2600186,0.00002523055,0.0002766076,0.00002273208,0.0006935121,0.7359075,0.00002364675,0.001079384,0.0007217231,0.0001915465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8184384,0.004741052,0.1726225,0.0008037154,0.001059307,0.00101878,0.0002871915,0.00005545624,0.0009735516],"genre_scores_gemma":[0.9966263,0.00006805873,0.001994533,0.0001842301,0.0004237621,0.00003623141,0.0001883025,0.00001064232,0.00046791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2482103,"threshold_uncertainty_score":0.9996023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197251794","doi":"10.3390/geohazards2030015","title":"Reduction of Bias and Uncertainty in Regional Seismic Site Amplification Factors for Seismic Hazard and Risk Analysis","year":2021,"lang":"en","type":"article","venue":"GeoHazards","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bedrock; Seismic hazard; Geology; Seismology; Seismic risk; Natural hazard; Amplification factor; Shear (geology); Geomorphology; Oceanography; Paleontology; Engineering","authors":[{"name":"Mohammad Kamruzzaman Talukder","is_ca":false},{"name":"Philippe Rosset","is_ca":true},{"name":"Luc Chouinard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0210109888416792,"gpt":0.239979933772425,"spread":0.2189689449307458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002357969,0.0001313824,0.0003148977,0.0003374223,0.0000555639,0.00002395629,0.00004281732,0.00008371865,0.00001101468],"category_scores_gemma":[0.0000453895,0.0001306474,0.0001195112,0.0007732659,0.00004516,0.0001312909,0.00001647463,0.0001010923,9.750679e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005269581,"about_ca_system_score_gemma":0.00002854966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005874232,"about_ca_topic_score_gemma":0.0002583026,"domain_scores_codex":[0.999157,0.00003150257,0.0002821422,0.0002395549,0.0001195717,0.0001701995],"domain_scores_gemma":[0.9995402,0.00005933671,0.00007774308,0.0001948956,0.00008167676,0.00004610904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001989857,0.00002223419,0.1679605,0.0001052409,0.0006525188,9.75036e-7,0.001299887,0.8031728,0.003576026,0.00002066094,0.0002780405,0.0228912],"study_design_scores_gemma":[0.0002998505,0.00001376952,0.1785478,0.00001894516,0.0005008843,0.000004339681,0.0007605834,0.8161214,0.001921673,0.0002620236,0.001406107,0.0001426377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888294,0.0009062432,0.00989631,0.0001006988,0.00005185392,0.00007631386,0.00008054131,0.00003689061,0.00002176735],"genre_scores_gemma":[0.9962211,0.003041586,0.0002956762,0.00002355802,0.00004153667,0.0000144088,0.0002824649,0.00001225843,0.00006739578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02274856,"threshold_uncertainty_score":0.5327647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381511296","doi":"10.3390/geohazards4030013","title":"Probabilistic Tsunami Hazard Analysis for Vancouver Island Coast Using Stochastic Rupture Models for the Cascadia Subduction Earthquakes","year":2023,"lang":"en","type":"article","venue":"GeoHazards","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Subduction; Seismology; Geology; Hazard; Tsunami earthquake; Return period; Seismic hazard; Probabilistic logic; Geography; Statistics; Tectonics","authors":[{"name":"Katsuichiro Goda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04032128509806295,"gpt":0.2548573924305723,"spread":0.2145361073325094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006484112,0.0002330083,0.0003729603,0.0002092336,0.0008316458,0.0001005184,0.0002022415,0.0001027423,0.0001735452],"category_scores_gemma":[0.0002151135,0.0001556536,0.0003390026,0.0009923015,0.000128577,0.0001822272,0.00001929253,0.0001238438,0.00002438103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001310089,"about_ca_system_score_gemma":0.0001161172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421003,"about_ca_topic_score_gemma":0.1905777,"domain_scores_codex":[0.9983405,0.00004589784,0.0002854608,0.0004300227,0.0003091082,0.0005890069],"domain_scores_gemma":[0.9983233,0.000989656,0.0001136391,0.0003162656,0.0001772913,0.00007986269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000826929,0.000008655191,0.00690388,0.00004784733,0.000564296,0.000002072936,0.0006643494,0.9734905,0.000002105759,0.00009169825,0.005956464,0.01218543],"study_design_scores_gemma":[0.0004395552,0.0001187573,0.06727407,0.00001318265,0.00087705,0.00000467226,0.0007701991,0.9225489,0.000003717625,0.005255891,0.002461777,0.0002321868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7882143,0.001825775,0.2024977,0.0005233261,0.00214136,0.002026578,0.002132398,0.000247362,0.0003911956],"genre_scores_gemma":[0.997825,0.0000469906,0.000531276,0.00009327548,0.0003987974,0.00005068857,0.0002061521,0.00001180779,0.0008359825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2096107,"threshold_uncertainty_score":0.8241921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281255567","doi":"10.3390/geohazards3020015","title":"Prospective Fault Displacement Hazard Assessment for Leech River Valley Fault Using Stochastic Source Modeling and Okada Fault Displacement Equations","year":2022,"lang":"en","type":"article","venue":"GeoHazards","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Fault (geology); Seismic hazard; Displacement (psychology); Geology; Seismology; Probabilistic logic; Monte Carlo method; Hazard; Structural engineering; Engineering; Statistics; Mathematics","authors":[{"name":"Katsuichiro Goda","is_ca":true},{"name":"Parva Shoaeifar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01745290019168202,"gpt":0.2715944371611594,"spread":0.2541415369694774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004621905,0.0003566152,0.0003987681,0.0002259092,0.0008868577,0.0001042166,0.0002198546,0.0000660544,0.0001119216],"category_scores_gemma":[0.00002740845,0.0003736268,0.0001697896,0.0003338687,0.00004475148,0.0002544836,0.0002434341,0.0003473735,0.000005498561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009084563,"about_ca_system_score_gemma":0.0001111176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001870689,"about_ca_topic_score_gemma":0.00004346517,"domain_scores_codex":[0.9977293,0.00003967453,0.0004689721,0.0005074407,0.0006514015,0.0006031867],"domain_scores_gemma":[0.9992291,0.00007780191,0.00009112243,0.0003547044,0.0001190631,0.0001281648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003349941,0.00007135668,0.0002895098,0.00007327696,0.0003295855,0.000001808629,0.00133774,0.993719,0.0007911042,0.0001794026,0.0002221176,0.002951578],"study_design_scores_gemma":[0.001300474,0.000124108,0.0001111953,0.00003951638,0.0003320555,0.000007210318,0.002499378,0.9935691,0.00007724595,0.0003222862,0.001158557,0.0004588735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3927666,0.0001955085,0.6058324,0.0001000161,0.0002041529,0.0005705708,0.0001150176,0.0001177203,0.0000980199],"genre_scores_gemma":[0.9937528,0.00003705406,0.004521849,0.0001240394,0.0001523056,0.0007627562,0.0001679088,0.00007038045,0.0004109482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6013106,"threshold_uncertainty_score":0.9998716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400284626","doi":"10.3390/geohazards5030032","title":"A Virtual Reality Simulation of a Real Landslide for Education and Training: Case of Chiradzulu, Malawi, 2023 Landslide","year":2024,"lang":"en","type":"article","venue":"GeoHazards","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Landslide; Terrain; Virtual reality; Computer science; Situational ethics; Training (meteorology); Cyclone (programming language); Simulation; Geology; Human–computer interaction; Geotechnical engineering; Geography; Cartography; Meteorology; Psychology","authors":[{"name":"Ali Asgary","is_ca":true},{"name":"Hassan Ali","is_ca":true},{"name":"Tricia Corrin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02118187471642959,"gpt":0.2995509260923898,"spread":0.2783690513759602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005055586,0.0001314958,0.0002298777,0.00006574878,0.00006896404,0.00002470861,0.00007552643,0.0001318417,0.0002135943],"category_scores_gemma":[0.00006634828,0.0001034115,0.00009403888,0.0002217369,0.0001134144,0.0001436067,0.00006404691,0.0001004859,0.000007547771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006789632,"about_ca_system_score_gemma":0.00008300492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001424595,"about_ca_topic_score_gemma":0.0003336231,"domain_scores_codex":[0.9989532,0.00003840987,0.000341011,0.0002913253,0.0001780115,0.0001980648],"domain_scores_gemma":[0.9994371,0.0001695276,0.00009788197,0.0001870623,0.00002335385,0.00008509403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005176587,0.0004253733,0.01983586,0.0007158275,0.0002668741,0.0001543696,0.01488329,0.05559855,0.005498345,0.006673435,0.0052867,0.8901437],"study_design_scores_gemma":[0.004803502,0.002562238,0.08341452,0.0009297349,0.0009146913,0.001832947,0.006823589,0.6972367,0.002436854,0.01616675,0.1814114,0.001467127],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988185,0.0002026288,0.00334355,0.0002070229,0.0003038834,0.0003527321,0.0001607287,0.00004219557,0.007202255],"genre_scores_gemma":[0.9979513,0.00009575066,0.0006255263,0.00002132645,0.0001067768,0.00002315063,0.00005551698,0.00001711215,0.001103554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8886766,"threshold_uncertainty_score":0.4216997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025747682","doi":"10.3390/geohazards1010003","title":"A Remote Sensing-Based Method to Assess Water Level Fluctuations in Wetlands in Southern Brazil","year":2020,"lang":"en","type":"article","venue":"GeoHazards","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Evapotranspiration; Wetland; Environmental science; Hydrology (agriculture); Water level; Structural basin; Satellite; Water resources; Groundwater; Remote sensing; Geography; Ecology; Geology; Cartography","authors":[{"name":"João Paulo Delapasse Simioni","is_ca":false},{"name":"Laurindo Antônio Guasselli","is_ca":false},{"name":"Gabriel de Oliveira","is_ca":true},{"name":"Guilherme Mataveli","is_ca":false},{"name":"Thiago V. dos Santos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04103300392348103,"gpt":0.2912308018913497,"spread":0.2501977979678687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005305822,0.0001275922,0.0001777063,0.00007012038,0.00007804701,0.00001552737,0.000146403,0.00005826954,0.0005315786],"category_scores_gemma":[0.00006443665,0.0001004454,0.00003419551,0.0002749554,0.00004884981,0.00005939262,0.0002473379,0.000134354,0.001201598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006633515,"about_ca_system_score_gemma":0.000007632557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244413,"about_ca_topic_score_gemma":0.003773453,"domain_scores_codex":[0.9988465,0.0001176626,0.0001864301,0.0003371931,0.0001693008,0.0003428859],"domain_scores_gemma":[0.9997085,0.00003441568,0.00001847983,0.0001478366,0.000004345155,0.00008645825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005409527,0.0002169745,0.2743223,0.0001090776,0.0001193653,0.000546326,0.06220163,0.4326326,0.07239069,0.00004680209,0.01839206,0.1384812],"study_design_scores_gemma":[0.00482703,0.000356177,0.3940787,0.00008021847,0.00008180689,0.000005129605,0.001861349,0.4921423,0.01761623,0.004763554,0.08283813,0.001349371],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7387598,0.000002482597,0.2001946,0.05361647,0.00007734786,0.0003548907,0.00001744205,0.00006432836,0.006912618],"genre_scores_gemma":[0.9629564,6.975125e-7,0.02426772,0.01212385,0.00002704972,0.000003679126,0.00001444823,0.00001241184,0.0005937836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2241966,"threshold_uncertainty_score":0.9995761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410602179","doi":"10.3390/geohazards6020022","title":"Earthquake Scenarios for Seismic Performance Assessment of Essential Facilities: Case Study of Fire Stations in Montreal","year":2025,"lang":"en","type":"article","venue":"GeoHazards","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Seismology; Earthquake scenario; Urban seismic risk; Seismic microzonation; Seismic hazard; Environmental science; Forensic engineering; Geology; Engineering","authors":[{"name":"Thomas Lessault","is_ca":true},{"name":"Ahmad Abo El Ezz","is_ca":true},{"name":"Marie‐José Nollet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008535062561318627,"gpt":0.2669025840099188,"spread":0.2583675214486001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001502305,0.0001101462,0.0002783308,0.0002131145,0.00004981376,0.000008662486,0.00008937514,0.00004179082,0.00002497965],"category_scores_gemma":[0.000007890778,0.0001125246,0.00006747812,0.0003398875,0.0000233921,0.0001167632,0.00002185529,0.00008925356,8.101294e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004743114,"about_ca_system_score_gemma":0.00007441037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002742392,"about_ca_topic_score_gemma":0.00264281,"domain_scores_codex":[0.9991586,0.0000139149,0.0003968436,0.0001247923,0.0001267246,0.0001791843],"domain_scores_gemma":[0.9996085,0.00004686551,0.00004251722,0.0002096397,0.00007285534,0.00001968969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001165073,0.0001986781,0.03169879,0.0004955234,0.0001632836,0.00001689028,0.003468662,0.9294227,0.0001004679,0.000005177481,0.0002236535,0.03419456],"study_design_scores_gemma":[0.00106548,0.000115166,0.04403464,0.00005403115,0.00006696198,0.000004995272,0.01200358,0.9421707,0.0001987591,0.00001244958,0.0001820577,0.00009118724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958749,0.000059673,0.003112326,0.00001321066,0.00009937751,0.0003151521,0.0001092031,0.00002810768,0.0003880213],"genre_scores_gemma":[0.9993042,0.00005481013,0.0001328688,0.000009422459,0.00001458236,0.00008705345,0.00001969859,0.000007115428,0.0003702735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03410337,"threshold_uncertainty_score":0.4588622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408026641","doi":"10.3390/geohazards6010010","title":"Assessing Future Changes in Mean Radiant Temperature: Considering Climate Change and Urban Development Impacts in Fredericton, New Brunswick, Canada, by 2050","year":2025,"lang":"en","type":"article","venue":"GeoHazards","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Natural Resources Canada; University of New Brunswick","funders":"","keywords":"Climate change; Mean radiant temperature; Climatology; Environmental science; Geography; Physical geography; Oceanography; Geology","authors":[{"name":"Hossein Amini","is_ca":true},{"name":"Shabnam Jabari","is_ca":true},{"name":"Heather McGrath","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01069573892011651,"gpt":0.2205467971526704,"spread":0.209851058232554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002573057,0.0001957556,0.0002138969,0.0000935306,0.0001194662,0.0001067922,0.0001014814,0.0001107539,0.00009143186],"category_scores_gemma":[0.00002268945,0.0001907588,0.00001124705,0.0003863847,0.00003892738,0.0002986722,0.0001245277,0.0002009446,0.000003156741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007995511,"about_ca_system_score_gemma":0.0005274173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.540998,"about_ca_topic_score_gemma":0.9863793,"domain_scores_codex":[0.9986415,0.00005191091,0.0002285043,0.0003525599,0.0002185217,0.0005070241],"domain_scores_gemma":[0.9996213,0.00003086622,0.00005056421,0.0001456797,0.000005294734,0.0001463173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008695031,0.0000224195,0.9406173,0.0000501377,0.000008411776,0.00005156169,0.004237748,0.00001382501,0.008378982,0.00003053594,0.02793497,0.01864536],"study_design_scores_gemma":[0.0005413379,0.00001036215,0.9592246,0.0001750135,0.000005495372,0.000007049514,0.0006739832,0.00008950268,0.003951227,0.0000167054,0.03507778,0.0002269534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928576,0.00214849,0.000003409943,0.003460327,0.0002615507,0.0003186298,0.000006475208,0.00002213912,0.0009214212],"genre_scores_gemma":[0.9973242,0.0002921983,0.0004925397,0.001501866,0.00008885033,0.0000168631,0.00003809828,0.00001410136,0.0002313022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4453813,"threshold_uncertainty_score":0.7778918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391430976","doi":"10.3390/geohazards5010005","title":"ENSO Impacts on Jamaican Rainfall Patterns: Insights from CHIRPS High-Resolution Data for Disaster Risk Management","year":2024,"lang":"en","type":"article","venue":"GeoHazards","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; Agriculture and Agri-Food Canada","funders":"","keywords":"El Niño Southern Oscillation; Risk management; Climatology; Environmental science; Emergency management; Geography; Meteorology; Environmental resource management; Business; Geology; Economics; Economic growth; Finance","authors":[{"name":"Cheila Avalon-Cullen","is_ca":false},{"name":"Rafea Al Suhili","is_ca":false},{"name":"Nathaniel K. Newlands","is_ca":true},{"name":"C. M. Caudill","is_ca":true},{"name":"Harvey Hill","is_ca":false},{"name":"Jaqueline Spence-Hemmings","is_ca":false},{"name":"Markus Enenkel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0246149280288423,"gpt":0.2637748462055812,"spread":0.2391599181767389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001302052,0.0001971155,0.0001952535,0.00009970963,0.0001940374,0.0003045865,0.0005898707,0.00009217778,0.001006876],"category_scores_gemma":[0.00005321728,0.0001317425,0.00008444789,0.0001581731,0.0000655073,0.0002825667,0.0001052974,0.0002791062,0.0009221035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001439516,"about_ca_system_score_gemma":0.00002761962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01382978,"about_ca_topic_score_gemma":0.01387261,"domain_scores_codex":[0.9979954,0.0001037791,0.0002374532,0.0006696716,0.0004896368,0.0005039946],"domain_scores_gemma":[0.9987966,0.0002274289,0.00003268973,0.0006777435,0.00001962636,0.0002458524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000821806,0.0001237538,0.1311549,0.0003911676,0.0004559309,0.0002474583,0.0003490967,0.001254131,0.0000378911,0.00442968,0.01621461,0.8445196],"study_design_scores_gemma":[0.0004777124,0.0003384263,0.8612967,0.0001041772,0.00005535266,0.000001361068,0.00005151038,0.03429803,0.00001522526,0.009040563,0.09409876,0.0002221748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842461,0.001791012,0.004402373,0.001010154,0.0007345297,0.0004596708,0.005619989,0.0001198585,0.001616262],"genre_scores_gemma":[0.9937775,0.0005116672,0.0009286637,0.0002832273,0.0008721548,0.000007030241,0.003346501,0.000009235481,0.0002640945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8442974,"threshold_uncertainty_score":0.9999064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387859733","doi":"10.3390/geohazards4040023","title":"Influence of the 2020 Seismic Hazard Update on Residential Losses in Greater Montreal, Canada","year":2023,"lang":"en","type":"article","venue":"GeoHazards","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Seismic hazard; Building code; Alluvium; Return period; Hazard; Seismic risk; Seismology; Population; Environmental science; Geography; Geology; Civil engineering; Archaeology; Engineering; Flood myth; Demography","authors":[{"name":"Philippe Rosset","is_ca":true},{"name":"Xuejiao Long","is_ca":true},{"name":"Luc Chouinard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004511889099418203,"gpt":0.1929470682050297,"spread":0.1884351791056114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009269371,0.0001170077,0.0001706647,0.00009447784,0.00003930911,0.00001317183,0.0002470035,0.00004154398,0.00003110203],"category_scores_gemma":[0.00001840194,0.00008898683,0.00005423835,0.0006750218,0.00002670348,0.00008005236,0.00005030867,0.0001344354,0.0000588374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000805091,"about_ca_system_score_gemma":0.0001126784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2350406,"about_ca_topic_score_gemma":0.4113676,"domain_scores_codex":[0.9991195,0.00001627795,0.0002163776,0.0001308752,0.0002562456,0.0002607318],"domain_scores_gemma":[0.9995953,0.00001684492,0.00002826536,0.0003047482,0.00002321312,0.00003163794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000006464365,0.000002463378,0.02051208,0.00003032268,0.00003193777,0.00003099934,0.00009458182,0.9461223,0.0003209459,0.000001920562,0.03197005,0.0008759246],"study_design_scores_gemma":[0.0003048046,0.00001085277,0.8148166,0.0001066175,0.00002998875,0.00000360005,0.00007959886,0.1686631,0.01027461,0.0001028083,0.005415238,0.0001922473],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986413,0.00004467604,0.000003455483,0.0005706743,0.0001493309,0.00005407821,0.00003884476,0.00005890215,0.0004387655],"genre_scores_gemma":[0.9990388,0.0001770502,0.00000179753,0.000363373,0.00006119616,0.000009249896,0.000009453251,0.00001476123,0.0003243124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7943045,"threshold_uncertainty_score":0.7700533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407088858","doi":"10.3390/geohazards6010006","title":"The Central Mindoro Fault: An Active Sinistral Fault Within the Translational Boundary Between the Palawan Microcontinental Block and the Philippine Mobile Belt","year":2025,"lang":"en","type":"article","venue":"GeoHazards","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Sinistral and dextral; Fault (geology); Block (permutation group theory); Seismology; Geology; Boundary (topology); Normal fault; Geometry; Mathematics","authors":[{"name":"Rolly E. Rimando","is_ca":false},{"name":"Jeremy Rimando","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00698797992234208,"gpt":0.2208080257400789,"spread":0.2138200458177369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000483758,0.0002108466,0.0002312721,0.00001041279,0.002520285,0.0002351689,0.0005099533,0.00006634231,0.0001374378],"category_scores_gemma":[0.00004996412,0.00007239118,0.000137121,0.0001980144,0.001973286,0.00009621662,0.0000559556,0.0003814244,0.00002455506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003660581,"about_ca_system_score_gemma":0.00006850522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619182,"about_ca_topic_score_gemma":0.007668109,"domain_scores_codex":[0.9984163,0.0002655672,0.0002686729,0.0002891376,0.0003147132,0.0004456254],"domain_scores_gemma":[0.9985334,0.001038679,0.00008462165,0.0002210463,0.00005168279,0.00007059741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001267101,0.0001186658,0.3632643,0.00002395418,0.0007610568,0.00001016527,0.007840851,0.001930955,0.00003537805,0.0021442,0.001284806,0.6213186],"study_design_scores_gemma":[0.0007535446,0.0001321833,0.9435106,0.000007050096,0.00008088291,0.00000698532,0.001678573,0.001016598,0.00009544221,0.007891621,0.0447058,0.0001207438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702309,0.001740998,0.000006660055,0.02455479,0.0002450187,0.0006117034,0.0003513589,0.00002418931,0.002234403],"genre_scores_gemma":[0.9976854,0.00006852086,0.00001556695,0.0007300579,0.0003664583,0.00001972883,0.00009865095,0.000002229041,0.001013402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6211979,"threshold_uncertainty_score":0.9987783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3181805752","doi":"10.3390/geohazards2030009","title":"Seismic Liquefaction Risk Assessment of Critical Facilities in Kathmandu Valley, Nepal","year":2021,"lang":"en","type":"article","venue":"GeoHazards","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BGC Engineering (Canada)","funders":"","keywords":"Liquefaction; Soil liquefaction; Damages; Geology; Tectonics; Borehole; Urban seismic risk; Mining engineering; Seismology; Geotechnical engineering; Environmental science; Civil engineering; Seismic hazard; Engineering; Law","authors":[{"name":"Prabin Acharya","is_ca":false},{"name":"Keshab Sharma","is_ca":true},{"name":"Indra Prasad Acharya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008253381959585606,"gpt":0.2440551506558027,"spread":0.2358017686962171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002375374,0.0001251137,0.0002239276,0.00007296305,0.0000236127,0.00001609546,0.00007292027,0.0001475437,0.00007200709],"category_scores_gemma":[0.0001956585,0.000139777,0.00007875369,0.0001314983,0.00002093935,0.0000709814,0.00004045781,0.0003952436,0.000007863097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008715982,"about_ca_system_score_gemma":0.00005501895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000994423,"about_ca_topic_score_gemma":0.00004408032,"domain_scores_codex":[0.9990936,0.00003733735,0.0002598419,0.0001494823,0.0001872639,0.000272465],"domain_scores_gemma":[0.9995474,0.00009125616,0.0000131289,0.0002225707,0.00006734261,0.00005832216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002449193,0.00005972267,0.0001785299,0.0003056194,0.00002318837,0.00002396579,0.0001615276,0.9894843,0.0008810719,0.002590148,0.0001076584,0.006181836],"study_design_scores_gemma":[0.0002299635,0.00004308965,0.008410766,0.00004762896,0.0000138554,0.00001307514,0.0001901448,0.9837837,0.002618589,0.001878483,0.002604264,0.0001664487],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.917318,0.0003310228,0.07857332,0.0001240149,0.0006075251,0.00006078914,0.00005183791,0.0002943414,0.002639079],"genre_scores_gemma":[0.9983274,0.0002210354,0.001217907,0.000009493054,0.00003994848,0.00001590528,0.000009532159,0.00001843685,0.0001402813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08100939,"threshold_uncertainty_score":0.569994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171470307","doi":"10.3390/geohazards2020008","title":"A Quantitative Approach to Assess Seismic Vulnerability of Touristic Accommodations: Case Study in Montreal, Canada","year":2021,"lang":"en","type":"article","venue":"GeoHazards","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Vulnerability (computing); Downtown; Tourism; Vulnerability index; Index (typography); Vulnerability assessment; Typology; Geography; Accommodation; City centre; Environmental planning; Business; Environmental resource management; Civil engineering; Engineering; Environmental science; Computer science; Psychology; Psychological intervention","authors":[{"name":"Thomas Candela","is_ca":false},{"name":"Philippe Rosset","is_ca":true},{"name":"Luc Chouinard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03791057168903451,"gpt":0.2890631300630174,"spread":0.2511525583739829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002369195,0.0001210855,0.0003032041,0.0001048618,0.00004311296,0.00001744287,0.0001059817,0.00002969282,0.00002419164],"category_scores_gemma":[0.00009860142,0.0001247917,0.00003838636,0.0007119682,0.00001052638,0.00008977526,0.00004128273,0.0001415965,0.000002652156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828416,"about_ca_system_score_gemma":0.0002437477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6312804,"about_ca_topic_score_gemma":0.8480924,"domain_scores_codex":[0.9990323,0.00007203602,0.0003161254,0.0001980104,0.0001868416,0.0001946572],"domain_scores_gemma":[0.9993786,0.00009001102,0.0000261444,0.0003374867,0.0001068647,0.00006088537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000803283,0.0003512762,0.03107829,0.0001106299,0.0001538795,0.0007907482,0.00233509,0.9586508,0.0001117995,0.00001329681,0.00184117,0.004555002],"study_design_scores_gemma":[0.0004906038,0.00004813012,0.06663447,0.00002429272,0.00008024285,0.0001101784,0.03145945,0.9002798,0.0003740788,0.00005596375,0.0001893733,0.0002534222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925128,0.0001171878,0.005557084,0.00003935173,0.00007208231,0.0001663854,0.00005609967,0.00002433912,0.001454693],"genre_scores_gemma":[0.9991358,0.000007975485,0.0006198104,0.0000612833,0.00001843244,0.00006105292,0.00002493543,0.00001091349,0.00005980671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2168119,"threshold_uncertainty_score":0.508886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4223510495","doi":"10.3390/geohazards3020010","title":"Modelling the Roles of Community-Based Organisations in Post-Disaster Transformative Adaptation","year":2022,"lang":"en","type":"article","venue":"GeoHazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Response Biomedical (Canada); York University","funders":"","keywords":"Transformative learning; Vulnerability (computing); Hazard; Adaptation (eye); Construct (python library); Public relations; Knowledge management; Sociology; Political science; Psychology; Computer science; Computer security","authors":[{"name":"Oluwadunsin Ajulo","is_ca":false},{"name":"Ishmael Adams","is_ca":false},{"name":"Ali Asgary","is_ca":true},{"name":"Waiching Tang","is_ca":false},{"name":"Jason von Meding","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04075499027466147,"gpt":0.2832724427812674,"spread":0.2425174525066059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009816833,0.00004642817,0.00006569109,0.00007974685,0.0009323741,0.00002679375,0.0003337814,0.00001427476,0.0002179868],"category_scores_gemma":[0.00001529417,0.00003787476,0.00003436421,0.0003697474,0.0001626624,0.0001587473,0.00004535785,0.0001759292,0.000003677829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005459956,"about_ca_system_score_gemma":0.0001328493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003637516,"about_ca_topic_score_gemma":0.00701073,"domain_scores_codex":[0.998684,0.000647707,0.0001473547,0.00004704009,0.000342306,0.0001316239],"domain_scores_gemma":[0.9996346,0.0001257946,0.00005615351,0.0001204419,0.000047572,0.0000154643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001308359,0.00006657864,0.00007944079,0.000006932748,0.00000478295,1.847623e-7,0.5021555,0.4851601,0.00002261787,0.009057072,0.00005697524,0.00337671],"study_design_scores_gemma":[0.0002686536,0.00005998079,0.000449433,0.000007640908,0.00001309898,7.709164e-8,0.8846249,0.100323,0.00003069994,0.003134673,0.01101119,0.00007668239],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532617,0.00002277051,0.01500273,0.003897311,0.00007759425,0.000287453,0.00002229091,0.00002099671,0.02740709],"genre_scores_gemma":[0.9991665,0.000004543616,0.0001128838,0.0003669563,0.00001016307,0.00003135688,0.00001868212,0.000003768313,0.0002851578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3848371,"threshold_uncertainty_score":0.7171162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410959203","doi":"10.3390/geohazards6020026","title":"Rapid Computation of Seismic Loss Curves for Canadian Buildings Using Tail Approximation Method","year":2025,"lang":"en","type":"article","venue":"GeoHazards","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Computation; Geology; Computer science; Geometry; Mathematics; Algorithm","authors":[{"name":"Payam Momeni","is_ca":true},{"name":"Katsuichiro Goda","is_ca":true},{"name":"Navid Sirous","is_ca":true},{"name":"Sheri Molnar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01436861821742562,"gpt":0.2727272600165117,"spread":0.258358641799086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002802512,0.00009117547,0.0001890413,0.0002921046,0.00006818867,0.00001364618,0.0000816843,0.00004541345,0.00001009817],"category_scores_gemma":[0.00002197896,0.00009937326,0.00007831742,0.0003917413,0.00001446754,0.0001246278,0.00000814909,0.00005387259,0.000001487803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183131,"about_ca_system_score_gemma":0.0001029122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007039344,"about_ca_topic_score_gemma":0.000622695,"domain_scores_codex":[0.999405,0.00001233887,0.0002127604,0.0001073235,0.00007734385,0.0001852153],"domain_scores_gemma":[0.9997125,0.00002695566,0.00003714249,0.0000985833,0.00008788536,0.00003696958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004727022,0.000007171691,0.0004346145,0.001280534,0.0001680865,4.999316e-7,0.000189278,0.8238477,0.002769474,0.0002024703,0.003669717,0.1674257],"study_design_scores_gemma":[0.0001948207,0.00000574054,0.0002858803,0.0002005259,0.00008910534,0.000001345367,0.00005926352,0.9852137,0.007244451,0.0005030639,0.00610876,0.00009334025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2191422,0.0009777675,0.778738,0.0001945842,0.0001516078,0.00014708,0.00002849189,0.00005190276,0.0005684535],"genre_scores_gemma":[0.9716822,0.0001621499,0.02760807,0.0003574447,0.00004177245,0.00001705933,0.00006291246,0.00001298581,0.00005540027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7525401,"threshold_uncertainty_score":0.9995729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415820369","doi":"10.3390/geohazards6040072","title":"Assessing Geological Hazards in a Changing World Through Regional Multidisciplinary Approaches to European Glacial Lakes (Northern Pyrenees, Northern and Western Alps)","year":2025,"lang":"en","type":"article","venue":"GeoHazards","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"","keywords":"Glacial period; Holocene; Flood myth; Sedimentary rock; Tributary; Massif; Karst; Glacial lake; Moraine","authors":[{"name":"Emmanuel Chapron","is_ca":false},{"name":"Thierry Courp","is_ca":false},{"name":"Pieter van Beek","is_ca":false},{"name":"Kazuyo Tachikawa","is_ca":false},{"name":"Guillaume Jouvé","is_ca":false},{"name":"Léo Chassiot","is_ca":true},{"name":"Didier Jézéquel","is_ca":false},{"name":"Patrick Lajeunesse","is_ca":true},{"name":"Thomas Zambardi","is_ca":false},{"name":"Édouard Bard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09469783506165404,"gpt":0.2975733437734671,"spread":0.202875508711813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181952,0.0002615731,0.0003792839,0.0007111771,0.00046423,0.0001235335,0.0003664879,0.0001490377,0.0001384671],"category_scores_gemma":[0.00008360608,0.0002194864,0.00006798374,0.001156592,0.0003812657,0.000290412,0.0001976235,0.0004829471,0.0001846745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006501322,"about_ca_system_score_gemma":0.0001531847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002855553,"about_ca_topic_score_gemma":0.190738,"domain_scores_codex":[0.9974174,0.0005443434,0.0003345688,0.0006403767,0.0002448307,0.0008184612],"domain_scores_gemma":[0.9992093,0.0002996929,0.00006310544,0.0002584404,0.00004053548,0.0001288652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000113576,0.00004395663,0.9820394,0.00003689173,0.00002895855,0.0001960805,0.001712214,0.001755338,0.000002453759,0.000179911,0.00002753965,0.01386367],"study_design_scores_gemma":[0.0004899581,0.00007400693,0.9924403,0.00008536311,0.00001399101,0.00005738746,0.0009184336,0.002711472,0.000005618355,0.001220619,0.001744462,0.00023835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963329,0.001064421,0.0002629358,0.004950221,0.0001935166,0.0002768699,0.00001196549,0.00007104116,0.02984007],"genre_scores_gemma":[0.99658,0.00002852866,0.0006800727,0.0004918788,0.0001339576,0.000009150641,0.000100334,0.000007237141,0.001968834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1904525,"threshold_uncertainty_score":0.8950395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414246770","doi":"10.3390/geohazards6030057","title":"Relative Uplift Rates Along the Central Mindoro Fault, Philippines","year":2025,"lang":"en","type":"article","venue":"GeoHazards","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Canadian Nuclear Safety Commission","funders":"","keywords":"Sinistral and dextral; Context (archaeology); Spatial distribution; Fault (geology); Archipelago; Oblique case; Mountain range (options)","authors":[{"name":"Jeremy Rimando","is_ca":true},{"name":"Rolly E. Rimando","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0118256379503408,"gpt":0.2380488241239557,"spread":0.2262231861736149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002305908,0.0001531832,0.0001793127,0.00005231255,0.0004544648,0.00006246137,0.0002405879,0.0000568528,0.001771006],"category_scores_gemma":[0.0001518951,0.00009113043,0.00009685082,0.0003364336,0.000179118,0.0001386412,0.00002869502,0.0001723372,0.0002635201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004174617,"about_ca_system_score_gemma":0.00009103417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699028,"about_ca_topic_score_gemma":0.01187652,"domain_scores_codex":[0.998891,0.00007008721,0.0001931916,0.0002406137,0.000182198,0.0004228899],"domain_scores_gemma":[0.9992292,0.0003983926,0.00004848161,0.0002267193,0.0000502517,0.00004693808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002330856,0.000009908274,0.8971944,0.00001140465,0.0001270131,0.00001075155,0.0005097693,0.0002285501,0.000002646153,0.0009525986,0.007754738,0.0931749],"study_design_scores_gemma":[0.0002312143,0.00003395711,0.9379584,0.00002608872,0.00003280311,0.000004164859,0.0003634845,0.0006603287,0.0001305596,0.001925077,0.0585238,0.0001101602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8800421,0.009965339,0.0001065447,0.005142473,0.001038303,0.0002569305,0.00006386007,0.00008167653,0.1033028],"genre_scores_gemma":[0.9937886,0.0003049837,0.00008528385,0.0007213376,0.0001556573,0.000003006996,0.00002978384,0.000002155409,0.004909188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1137465,"threshold_uncertainty_score":0.9991415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414062695","doi":"10.3390/geohazards6030053","title":"Seismic Assessment of Concrete Gravity Dam via Finite Element Modelling","year":2025,"lang":"en","type":"article","venue":"GeoHazards","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gravity dam; Finite element method; Dam failure; Seismic risk; Foundation (evidence); Seismic analysis; Seismic hazard; Induced seismicity","authors":[{"name":"Sanket Ingle","is_ca":true},{"name":"Lan Lin","is_ca":true},{"name":"S. Samuel Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007898989020866339,"gpt":0.2374991989661054,"spread":0.2296002099452391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002580578,0.0001592102,0.0002507557,0.0001102972,0.00003567756,0.00001380906,0.0001511821,0.00006979744,0.00002717582],"category_scores_gemma":[0.000006588884,0.0001706007,0.00008561421,0.000200119,0.00001886125,0.00004978367,0.0000456798,0.0001891121,0.000007367348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009189388,"about_ca_system_score_gemma":0.00004064546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004098194,"about_ca_topic_score_gemma":0.000001630917,"domain_scores_codex":[0.9991016,0.00001514076,0.0003024738,0.0001509774,0.0001691091,0.0002606633],"domain_scores_gemma":[0.9995189,0.00005383973,0.00002451185,0.0003098224,0.00004627387,0.00004670063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002255205,0.000003896319,0.0003369031,0.0001584116,0.00007845627,0.000001436889,0.00003762731,0.9945764,0.000909988,0.0008971879,0.0004043643,0.00259305],"study_design_scores_gemma":[0.0002749668,0.00001767672,0.001307176,0.00006102152,0.00003005524,6.10991e-7,0.0000110267,0.9853562,0.001837214,0.000481623,0.01047535,0.0001470408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1022642,0.0001938008,0.8884692,0.00004545725,0.0005212096,0.0001135191,0.0000390835,0.0002450065,0.008108566],"genre_scores_gemma":[0.9919378,0.0000973583,0.00754151,0.00003334753,0.00003487013,0.00001875093,0.00002824442,0.00002018238,0.0002879796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8896736,"threshold_uncertainty_score":0.6956894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}