{"meta":{"query_hash":"fe6cd392bcdb","filters":{"venue":"Geographies"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/fe6cd392bcdb","api":"https://metacan.xera.ac/api/v1/cohort?venue=Geographies"},"results":[{"id":"W4213023156","doi":"10.3390/geographies2010006","title":"Spatial and Temporal Change of Land Cover in Protected Areas in Malawi: Implications for Conservation Management","year":2022,"lang":"en","type":"article","venue":"Geographies","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Land cover; Land use; Ecosystem services; Biodiversity; Geography; National park; Sustainability; Vegetation (pathology); Context (archaeology); Agroforestry; Land management; Forest management; Environmental resource management; Environmental science; Ecosystem; Ecology","score_opus":0.01767040824839955,"score_gpt":0.21950263175768958,"score_spread":0.20183222350929003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213023156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988662,0.00036349046,0.000073883,0.00014425804,0.0000025827965,0.0000033858844,0.0002472564,0.0000016343738,0.0002973481],"genre_scores_gemma":[0.99948597,0.00017497946,0.000093990646,0.000010552068,0.0000032173673,0.0000032854175,0.00012586855,4.8266884e-7,0.00010158655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99984777,0.000040772462,0.000016103315,0.00002407478,0.000021127698,0.000050214156],"domain_scores_gemma":[0.9994666,0.000072446164,0.00032609998,0.000018009045,0.000058259786,0.00005854328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029950554,0.00010297832,0.000101875994,0.00092993595,0.000309045,0.0006225772,0.00014485436,0.00016089922,0.00079253985],"category_scores_gemma":[0.0008567938,0.00007639463,0.00013122686,0.0016491801,0.00042578147,0.00062724936,0.00049170264,0.00021018069,0.000060731796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019613679,0.000010284427,0.99080503,0.000029706263,0.00002199936,0.0001303973,0.0009765487,0.00021824299,0.00044845432,0.00011185438,0.00016186148,0.0070660855],"study_design_scores_gemma":[1.9481105e-7,0.0000043038654,0.9985135,0.000006848092,0.0000033466665,0.000038112663,0.00087189366,0.00023768724,0.00002483468,0.000019113528,0.00027916033,0.0000010056981],"about_ca_topic_score_codex":0.036576666,"about_ca_topic_score_gemma":0.09196124,"teacher_disagreement_score":0.036576666,"about_ca_system_score_codex":0.0007476111,"about_ca_system_score_gemma":0.0003673755,"threshold_uncertainty_score":0.0727275},"labels":[],"label_agreement":null},{"id":"W4225150334","doi":"10.3390/geographies2020016","title":"Geovisualization of Hydrological Flow in Hexagonal Grid Systems","year":2022,"lang":"en","type":"article","venue":"Geographies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grid; Flow routing; Computer science; Watershed; Flow (mathematics); Terrain; Routing (electronic design automation); Computation; Hexagonal crystal system; Hexagonal tiling; Visualization; Computational science; Distributed computing; Hydrology (agriculture); Algorithm; Geology; Data mining; Geometry; Mathematics; Geography; Cartography; Machine learning; Geotechnical engineering","score_opus":0.008526646741355347,"score_gpt":0.20756047529575522,"score_spread":0.19903382855439988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225150334","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38229147,0.00021323033,0.5928426,0.0006068356,0.00017006657,0.0002213262,0.0018528175,0.005551158,0.016250515],"genre_scores_gemma":[0.85379654,0.00020792305,0.14318043,0.00007789563,0.000024183328,0.00009196433,0.0007346135,0.00026128037,0.0016250784],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998677,0.00004493306,0.0000064566852,0.000023045053,0.000034146386,0.000023848912],"domain_scores_gemma":[0.99962354,0.0001774192,0.00002866204,0.00005740945,0.00008262192,0.000030293275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003949401,0.00022596311,0.00017031273,0.0008680745,0.00020600684,0.0008773822,0.00027058518,0.00018561116,0.0045963195],"category_scores_gemma":[0.0015878961,0.000112968744,0.00023254422,0.00068544794,0.00027422816,0.00069744326,0.00067595945,0.00023528407,0.0003340005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010942812,0.00025065435,0.020333022,0.000468302,0.00008002776,0.0008809572,0.0035711324,0.38900232,0.08679329,0.049608957,0.017913742,0.43000323],"study_design_scores_gemma":[0.00008118399,0.0000976714,0.011579237,0.00004277908,0.000020513122,0.00013265776,0.0011255797,0.9300392,0.020616569,0.015921878,0.02028972,0.000052976313],"about_ca_topic_score_codex":0.00446042,"about_ca_topic_score_gemma":0.0035585084,"teacher_disagreement_score":0.0045963195,"about_ca_system_score_codex":0.00039541835,"about_ca_system_score_gemma":0.00037374557,"threshold_uncertainty_score":0.01537621},"labels":[],"label_agreement":null},{"id":"W4289134361","doi":"10.3390/geographies2030028","title":"Understanding Flood Risk and Vulnerability of a Place: Estimating Prospective Loss and Damage Using the HAZUS Model","year":2022,"lang":"en","type":"article","venue":"Geographies","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Flood myth; Flooding (psychology); Vulnerability (computing); Natural hazard; Estimation; Hazard; Resilience (materials science); Floodplain; Flood risk management; Risk analysis (engineering); Environmental resource management; Environmental science; Environmental planning; Geography; Computer science; Cartography; Business; Engineering; Meteorology; Computer security","score_opus":0.03034377095992405,"score_gpt":0.2510184790772975,"score_spread":0.22067470811737347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289134361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7929761,0.00018670771,0.19230132,0.00054916,0.000024611796,0.00007299582,0.0010776874,0.00061609055,0.012195284],"genre_scores_gemma":[0.98073673,0.00010981989,0.016035603,0.000021761483,0.0000066289836,0.0000269155,0.00023518346,0.000023650067,0.0028036474],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998406,0.000043397857,0.00000649501,0.000028728364,0.000044743996,0.000036052035],"domain_scores_gemma":[0.99952877,0.00023512398,0.00007647662,0.00003464129,0.00008013618,0.00004473998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042787648,0.0005832015,0.00031841485,0.00106273,0.00037204102,0.0010461858,0.000936174,0.0005089433,0.0018298127],"category_scores_gemma":[0.0014074409,0.00029236206,0.00047319598,0.00068253477,0.0005558769,0.0010643906,0.00096875045,0.00039666137,0.00024381213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005144688,0.000024753861,0.017683936,0.000020497517,0.000027609582,0.000063823485,0.00013576026,0.96303725,0.00051539374,0.007336846,0.0003996475,0.010703055],"study_design_scores_gemma":[0.0000018019625,0.00001561794,0.0022439244,0.0000041076414,0.0000066410626,0.000021367501,0.00010069541,0.9952077,0.00016249981,0.0018685109,0.00036041156,0.0000066858506],"about_ca_topic_score_codex":0.15014216,"about_ca_topic_score_gemma":0.12892371,"teacher_disagreement_score":0.15014216,"about_ca_system_score_codex":0.0014639803,"about_ca_system_score_gemma":0.0012655943,"threshold_uncertainty_score":0.29853648},"labels":[],"label_agreement":null},{"id":"W4294793587","doi":"10.3390/geographies2030032","title":"Identification of Thermal Refuges and Water Temperature Patterns in Salmonid-Bearing Subarctic Rivers of Northern Quebec","year":2022,"lang":"en","type":"article","venue":"Geographies","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Subarctic climate; Permafrost; Environmental science; Hydrology (agriculture); Population; Physical geography; Geography; Geology; Oceanography","score_opus":0.0035676429714961455,"score_gpt":0.17990340949027483,"score_spread":0.1763357665187787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294793587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99863166,0.00008144679,0.00010778397,0.00001987739,0.000001105382,0.0000067446363,0.00039936326,0.000005999027,0.0007460366],"genre_scores_gemma":[0.9987305,0.00006142164,0.0001835813,0.000010306236,7.218385e-7,0.000007868315,0.0004101301,0.0000021408246,0.00059331115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99987316,0.000013290191,0.0000064615133,0.000042660955,0.00002447328,0.000040027597],"domain_scores_gemma":[0.9996679,0.00003961883,0.00007721747,0.0000133792455,0.00013532379,0.00006650635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017625457,0.00015550417,0.0001992745,0.0009329204,0.00080524833,0.0006638561,0.00028095706,0.00018176404,0.0011211033],"category_scores_gemma":[0.00037855486,0.00010678803,0.0001482453,0.0013292143,0.0004856664,0.00014342745,0.00029839398,0.00016920525,0.000093184135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069604794,0.000021744698,0.98330724,0.000030964566,0.000034498662,0.00013460647,0.0020308977,0.00034953808,0.0045456793,0.000086034255,0.00045032625,0.008938788],"study_design_scores_gemma":[8.3173586e-7,0.0000044177436,0.9984327,0.000005613326,0.0000037596487,0.0000152049,0.0009540716,0.00022099749,0.00006109596,0.0000040932837,0.00029396737,0.0000031789268],"about_ca_topic_score_codex":0.92804766,"about_ca_topic_score_gemma":0.9772658,"teacher_disagreement_score":0.07195234,"about_ca_system_score_codex":0.003983176,"about_ca_system_score_gemma":0.0025565056,"threshold_uncertainty_score":0.14475214},"labels":[],"label_agreement":null},{"id":"W4311192187","doi":"10.3390/geographies2040046","title":"Local-Level Flood Hazard Management in Canada: An Assessment of Institutional Structure and Community Engagement in the Red River Valley of Manitoba","year":2022,"lang":"en","type":"article","venue":"Geographies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Indigenous Services Canada","keywords":"Flood myth; Preparedness; Local government; Citizen journalism; Hazard; Environmental planning; Government (linguistics); Participatory action research; Damages; Environmental resource management; Geography; Local community; Agency (philosophy); Public administration; Political science; Sociology; Environmental science","score_opus":0.03676956213686617,"score_gpt":0.2834174511859347,"score_spread":0.24664788904906854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311192187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945679,0.00026176494,0.00017964077,0.0006542626,0.000005346802,0.000107709195,0.00015844144,0.000009864115,0.0040551024],"genre_scores_gemma":[0.9964194,0.00033154697,0.0004311353,0.00012968048,0.000001982015,0.00006747165,0.00015046328,0.000005868099,0.0024625137],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99840456,0.0003099197,0.000039617888,0.00013970402,0.00035379938,0.0007523569],"domain_scores_gemma":[0.996058,0.0005633475,0.000355608,0.00011452698,0.001553183,0.0013552672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018625797,0.00033180742,0.00038180785,0.0021415346,0.012049294,0.003498654,0.0018409026,0.0005172037,0.0017936819],"category_scores_gemma":[0.003910631,0.0003893629,0.00028014687,0.003749855,0.0040035318,0.00060899724,0.0037902242,0.0007628218,0.00015281409],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002114887,0.000304225,0.68362665,0.00022367631,0.00008467058,0.0013215524,0.2498707,0.0010865724,0.0026061714,0.0047523105,0.0026342217,0.053277656],"study_design_scores_gemma":[0.000013687936,0.0000945697,0.6584324,0.00014854169,0.00003186115,0.00012416403,0.33113855,0.0010231935,0.00027717755,0.00029875655,0.008375232,0.000041823376],"about_ca_topic_score_codex":0.9948512,"about_ca_topic_score_gemma":0.9988248,"teacher_disagreement_score":0.09135027,"about_ca_system_score_codex":0.09135027,"about_ca_system_score_gemma":0.13805805,"threshold_uncertainty_score":0.6627957},"labels":[],"label_agreement":null},{"id":"W4313414617","doi":"10.3390/geographies3010001","title":"Evaluation of the SWAT Model for the Simulation of Flow and Water Balance Based on Orbital Data in a Poorly Monitored Basin in the Brazilian Amazon","year":2022,"lang":"en","type":"article","venue":"Geographies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Universidade Federal de São João del-Rei; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Environmental science; Streamflow; Hydrology (agriculture); Water balance; SWAT model; Soil and Water Assessment Tool; Evapotranspiration; Surface runoff; Structural basin; Watershed; Drainage basin; Amazon rainforest; Water resources; Surface water; Hydrological modelling; Climatology; Geology; Geography; Ecology; Geomorphology","score_opus":0.028539416963106252,"score_gpt":0.2652096203686275,"score_spread":0.23667020340552125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313414617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914141,0.00006342435,0.005405941,0.00014122165,0.000030643234,0.00006035878,0.00050996523,0.0006178187,0.0017564403],"genre_scores_gemma":[0.9927793,0.000039903087,0.0061417525,0.000034813613,0.0000062056974,0.00005504751,0.00048502572,0.000063823165,0.00039404907],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996166,0.00015679988,0.000033102082,0.00006993664,0.00007075374,0.00005275008],"domain_scores_gemma":[0.99846727,0.0008497069,0.00009902331,0.00009809906,0.0003561757,0.00012969814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013933822,0.0010516619,0.00077258935,0.00047775707,0.0005431649,0.00096193666,0.0012666072,0.00083298614,0.00095587847],"category_scores_gemma":[0.0027049722,0.0004047955,0.0006585785,0.00049785845,0.0005168198,0.0007353608,0.0004731856,0.00063506444,0.00014539834],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014934695,0.00023611455,0.013314468,0.00003321428,0.000054680935,0.000121696066,0.00006318159,0.97834533,0.0019696725,0.00048085465,0.0004058397,0.0048256265],"study_design_scores_gemma":[0.00002987193,0.00002566352,0.0012431768,0.000002088668,0.0000069948765,0.0000031391958,0.000014717389,0.99822134,0.00033638038,0.00003573303,0.000076293225,0.0000045720353],"about_ca_topic_score_codex":0.1375845,"about_ca_topic_score_gemma":0.06746611,"teacher_disagreement_score":0.1375845,"about_ca_system_score_codex":0.0015030862,"about_ca_system_score_gemma":0.0019199976,"threshold_uncertainty_score":0.27356738},"labels":[],"label_agreement":null},{"id":"W4365512203","doi":"10.3390/geographies3020014","title":"Spatial Evaluation of Dengue Transmission and Vector Abundance in the City of Dhaka, Bangladesh","year":2023,"lang":"en","type":"article","venue":"Geographies","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"International Development Research Centre","keywords":"Geography; Dengue fever; Transmission (telecommunications); Seroprevalence; Vector (molecular biology); Socioeconomics; Monsoon; Environmental health; Distribution (mathematics); Risk factor; Epidemiology; Veterinary medicine; Demography; Biology; Medicine; Serology; Virology; Immunology","score_opus":0.022833194860247808,"score_gpt":0.2938436777334648,"score_spread":0.271010482873217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365512203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983198,0.00006015831,0.00012826333,0.000037647755,0.0000014900062,0.000015148328,0.0006474503,0.0000046087926,0.00078534434],"genre_scores_gemma":[0.99935716,0.00005570365,0.00011203437,0.0000028520062,9.883538e-7,0.000010397808,0.0003556354,5.9233037e-7,0.00010461691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99966455,0.00010952153,0.000044516557,0.000059504888,0.000062618514,0.000059354585],"domain_scores_gemma":[0.99934167,0.0001560962,0.00022616673,0.00005132418,0.0001479065,0.00007682705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025289415,0.00025636549,0.00018544435,0.0016928054,0.0005695335,0.00064968556,0.00024715887,0.00019002736,0.001394423],"category_scores_gemma":[0.0014666554,0.00021403383,0.00019935507,0.0025483766,0.0004180741,0.00039566908,0.0007473144,0.00014965136,0.00035018026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046219193,0.000015413152,0.99498343,0.000020315423,0.000028265598,0.00010133987,0.00041705222,0.00035433366,0.0006172238,0.00007252767,0.0001379453,0.003205951],"study_design_scores_gemma":[0.0000042167903,0.000041970496,0.9954471,0.000009407868,0.000014125442,0.00016882345,0.0030008324,0.00077966606,0.00010466335,0.000046089193,0.00037265467,0.000010428558],"about_ca_topic_score_codex":0.05219885,"about_ca_topic_score_gemma":0.072559364,"teacher_disagreement_score":0.05219885,"about_ca_system_score_codex":0.00074095314,"about_ca_system_score_gemma":0.0006638767,"threshold_uncertainty_score":0.103790045},"labels":[],"label_agreement":null},{"id":"W4386837229","doi":"10.3390/geographies3030031","title":"Temporal Relationship between Daily Reports of COVID-19 Infections and Related GDELT and Tweet Mentions","year":2023,"lang":"en","type":"article","venue":"Geographies","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Social media; Globe; Geography; Anomaly (physics); History; Political science; Demography; Disease; Medicine; Sociology; Infectious disease (medical specialty)","score_opus":0.0556555772685971,"score_gpt":0.3510990687297631,"score_spread":0.295443491461166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386837229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832675,0.00029046967,0.00050040166,0.00023444096,0.00003063356,0.000024239984,0.012264549,0.00005887601,0.0033290256],"genre_scores_gemma":[0.98716277,0.0002495287,0.0006550399,0.000037148424,0.000055970613,0.000036901256,0.0106339045,0.000015822234,0.0011529522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999342,0.00011993154,0.00010649368,0.00013651309,0.00019523758,0.000099709134],"domain_scores_gemma":[0.98718506,0.0049254405,0.0060396586,0.00034075225,0.001082355,0.00042681416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093605625,0.00016165212,0.00020212655,0.0022593378,0.00017733547,0.000928204,0.00023515309,0.00029032936,0.0022056745],"category_scores_gemma":[0.008111493,0.000113085465,0.00019829572,0.0024161187,0.00022305326,0.00093223224,0.0007384226,0.0004972777,0.0006079137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014736637,0.000034356486,0.9820932,0.00014665302,0.00008973411,0.00023966367,0.0011280361,0.0007298063,0.0009166794,0.00046583707,0.002273059,0.0117357345],"study_design_scores_gemma":[0.0000032611426,0.00006196047,0.990921,0.00004097173,0.000032067626,0.00022827233,0.0018808633,0.0017788009,0.0006233885,0.00013953091,0.0042722235,0.000017808403],"about_ca_topic_score_codex":0.0056726616,"about_ca_topic_score_gemma":0.008813779,"teacher_disagreement_score":0.0056726616,"about_ca_system_score_codex":0.00025339398,"about_ca_system_score_gemma":0.00019474905,"threshold_uncertainty_score":0.011279285},"labels":[],"label_agreement":null},{"id":"W4404322003","doi":"10.3390/geographies4040039","title":"Pyrostories: New Historical Insights into Portuguese Burning Landscapes","year":2024,"lang":"en","type":"article","venue":"Geographies","topic":"Literary Analysis and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Federation for the Humanities and Social Sciences","keywords":"Portuguese; Geography; History; Linguistics; Philosophy","score_opus":0.015046422711420088,"score_gpt":0.2073639624379212,"score_spread":0.19231753972650112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404322003","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48269835,0.017385194,0.0062653646,0.0061921137,0.00077339774,0.00005408821,0.00022631716,0.000076808086,0.48632836],"genre_scores_gemma":[0.9781024,0.0059820334,0.000979806,0.00031295506,0.00026530103,0.000026004127,0.00008220437,0.00009266139,0.014156732],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989172,0.0005245181,0.000039914346,0.00014012984,0.00019902797,0.00017930899],"domain_scores_gemma":[0.99762577,0.0017091166,0.00027356888,0.00015606375,0.00010459314,0.00013101491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019351791,0.0005925064,0.000430144,0.003521375,0.007958508,0.0065174713,0.001016337,0.0016948397,0.0045331353],"category_scores_gemma":[0.0045792866,0.00037763125,0.00030083023,0.0034751797,0.015165658,0.005478978,0.0030265583,0.0023881826,0.00031000638],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007250332,0.000023378536,0.0013815415,0.00035357324,0.0000073448373,0.003520746,0.80319417,0.00021560857,0.00096920243,0.16594231,0.0024113888,0.02190828],"study_design_scores_gemma":[0.000012803588,0.00005701334,0.011630491,0.0014702715,0.00002282972,0.002670632,0.47917143,0.0004617788,0.0008711477,0.023103595,0.4804922,0.00003584337],"about_ca_topic_score_codex":0.0068762153,"about_ca_topic_score_gemma":0.020890998,"teacher_disagreement_score":0.007958508,"about_ca_system_score_codex":0.0041312915,"about_ca_system_score_gemma":0.0012183296,"threshold_uncertainty_score":0.029974699},"labels":[],"label_agreement":null},{"id":"W4407222515","doi":"10.3390/geographies5010006","title":"Using the 3-30-300 Indicator to Evaluate Green Space Accessibility and Inequalities: A Case Study of Montreal, Canada","year":2025,"lang":"en","type":"article","venue":"Geographies","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Inequality; Space (punctuation); Mathematics; Computer science; Mathematical analysis","score_opus":0.033255562650697935,"score_gpt":0.3127177659859445,"score_spread":0.2794622033352465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407222515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814263,0.0011493918,0.0008157998,0.002110079,0.00003408882,0.00038746456,0.0026441254,0.000023426488,0.011409416],"genre_scores_gemma":[0.9925844,0.0008840375,0.0017781109,0.0004116074,0.000009370209,0.000099684265,0.0005694588,0.000018795752,0.0036444962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844354,0.00037220772,0.000041005114,0.00014582537,0.00038625585,0.0006110942],"domain_scores_gemma":[0.9985752,0.00020582024,0.00013626649,0.00006153674,0.0006346975,0.00038639907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013128826,0.00060440367,0.00040549514,0.001842804,0.007792111,0.0021345417,0.0017693924,0.0008378736,0.0024508375],"category_scores_gemma":[0.0029014756,0.0002972188,0.00066735805,0.004728064,0.0019158835,0.00049502606,0.0015936117,0.0011439392,0.00018383873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027074074,0.00083844503,0.8407661,0.00046236702,0.0002545405,0.01120365,0.04507319,0.0029744657,0.002311929,0.008029952,0.02382402,0.063990735],"study_design_scores_gemma":[0.000069555834,0.0002998976,0.86841804,0.000487874,0.00017738581,0.0015179776,0.09463617,0.006480031,0.0007522999,0.00082712434,0.026135517,0.00019810644],"about_ca_topic_score_codex":0.99790937,"about_ca_topic_score_gemma":0.999203,"teacher_disagreement_score":0.070169166,"about_ca_system_score_codex":0.070169166,"about_ca_system_score_gemma":0.057696294,"threshold_uncertainty_score":0.50911534},"labels":[],"label_agreement":null},{"id":"W4410959226","doi":"10.3390/geographies5020023","title":"Progress of the Malabo Declaration as a Regional Agenda Towards Addressing Hunger in Africa","year":2025,"lang":"en","type":"article","venue":"Geographies","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Vlaamse regering; McMaster University","keywords":"Declaration; Political science; Development economics; Economic growth; Economics; Law","score_opus":0.03733168843817833,"score_gpt":0.25619045193823603,"score_spread":0.2188587635000577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410959226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39850035,0.084022515,0.015070123,0.31647292,0.0064596925,0.00096912245,0.0063413116,0.0004870266,0.17167687],"genre_scores_gemma":[0.90115434,0.0214748,0.029614046,0.016520876,0.0007581415,0.0011242352,0.0025875687,0.00016045854,0.026605526],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.997138,0.0015995316,0.00010644625,0.000116911564,0.00027875765,0.00076042983],"domain_scores_gemma":[0.99701595,0.0008716738,0.00059681677,0.00020074077,0.0005580726,0.0007568389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072413255,0.00059405767,0.00038643015,0.00094651955,0.0011196652,0.004264436,0.0010151438,0.001675877,0.0037169096],"category_scores_gemma":[0.009867912,0.00033529644,0.000541513,0.0013932077,0.0012498683,0.002190437,0.005470618,0.0023334213,0.0005509211],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009613108,0.00035711462,0.06928204,0.0071937377,0.0002949247,0.0037635474,0.035053436,0.010460993,0.008586968,0.29783952,0.18809268,0.3781137],"study_design_scores_gemma":[0.000075339995,0.00017186768,0.0709707,0.0029125046,0.000075826836,0.00038295487,0.010508696,0.0015254153,0.0018019739,0.011196166,0.9003219,0.000056671783],"about_ca_topic_score_codex":0.01804706,"about_ca_topic_score_gemma":0.01413276,"teacher_disagreement_score":0.01804706,"about_ca_system_score_codex":0.0039174054,"about_ca_system_score_gemma":0.01719881,"threshold_uncertainty_score":0.038296223},"labels":[],"label_agreement":null}]}