{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"3db3923d0ac1","filters":{"venue":"Journal of Earth and Environmental Sciences Research"}},"results":[{"id":"W4220757964","doi":"10.47363/jeesr/2022(4)166","title":"Use of a Climate Change Scenario Analysis Tool to Anticipate Various Futures Associated with Extreme Urban Flooding","year":2022,"lang":"en","type":"article","venue":"Journal of Earth and Environmental Sciences Research","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Flooding (psychology); Climate change; Futures contract; Environmental planning; Environmental resource management; Extreme weather; Urban resilience; Psychological resilience; Scenario planning; Climate change adaptation; Climate resilience; Sustainability; Climate risk; Geography; Urban planning; Business; Environmental science; Engineering; Civil engineering; Finance","authors":[{"name":"Gail Krantzberg","is_ca":true},{"name":"Bruce Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1048659320790519,"gpt":0.3120972957715966,"spread":0.2072313636925447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001795876,0.000554095,0.0002030433,0.00325368,0.001074244,0.002196124,0.0005356731,0.0004231812,0.005205673],"category_scores_gemma":[0.007555886,0.0002703139,0.0005143544,0.002001998,0.0003400228,0.001177422,0.0009005175,0.0003807913,0.0003482439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004535882,"about_ca_system_score_gemma":0.005365858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1834025,"about_ca_topic_score_gemma":0.3626201,"domain_scores_codex":[0.9994516,0.0001755638,0.00004420512,0.00006733615,0.0002092613,0.00005204625],"domain_scores_gemma":[0.9973405,0.001632638,0.0002343148,0.0001207454,0.0005483136,0.0001234636],"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":[0.0006561443,0.0003842264,0.202077,0.0007583895,0.0003774318,0.003082341,0.01066645,0.4367974,0.009286568,0.03712403,0.02931515,0.2694748],"study_design_scores_gemma":[0.0001366761,0.0002395437,0.08597317,0.000357293,0.0002179623,0.0004598443,0.01036023,0.8128897,0.007407648,0.01490553,0.06680109,0.0002512837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7064781,0.0002441704,0.1602124,0.002675833,0.00007852026,0.001550852,0.0177254,0.006481037,0.1045538],"genre_scores_gemma":[0.8272602,0.0002481712,0.1657638,0.00006829515,0.000007370651,0.0003626445,0.003676944,0.0001713804,0.002441204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1834025,"threshold_uncertainty_score":0.3646699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386958640","doi":"10.47363/jeesr/2023(5)201","title":"Transitional Mangrove Scrub North of La Paz and Magdalena Bayin Baja California, Mexico: A Historical Review","year":2023,"lang":"en","type":"review","venue":"Journal of Earth and Environmental Sciences Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Mangrove; Geography; Rhizophora mangle; Bay; Oceanography; Biodiversity; Avicennia; Ecology; Fishery; Forestry; Geology","authors":[{"name":"Peta J. Mudie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07519319091732453,"gpt":0.3342925214237248,"spread":0.2590993305064003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003503977,0.0004881951,0.0006023495,0.006136934,0.000466893,0.0009244688,0.000413936,0.0002867958,0.002669624],"category_scores_gemma":[0.0004636872,0.0002840883,0.0002824611,0.007544021,0.0003959711,0.0009099139,0.0003146359,0.0004078928,0.0003857544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005636216,"about_ca_system_score_gemma":0.001760129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02047077,"about_ca_topic_score_gemma":0.04653654,"domain_scores_codex":[0.9998788,0.00001174079,0.00003168026,0.00003774544,0.00002934957,0.00001067893],"domain_scores_gemma":[0.9995731,0.0001109023,0.0001634653,0.00001045185,0.0001056449,0.00003637898],"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":[0.0001075083,0.00004778577,0.01899493,0.04566041,0.0002314729,0.0007436358,0.0008593309,0.0002325143,0.0008066022,0.001136336,0.0261635,0.905016],"study_design_scores_gemma":[0.0000144309,0.0001309177,0.2009299,0.0179956,0.0007054338,0.003568489,0.0009874649,0.0001123552,0.0003025414,0.0003520554,0.7748685,0.00003239195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002562985,0.9955383,0.00006926076,0.0001816711,0.0001063806,0.00001023152,0.0002786361,0.00000981935,0.001242652],"genre_scores_gemma":[0.008218754,0.99077,0.0001824299,0.00006159284,0.0001374213,0.00001247418,0.0002771096,0.000001710731,0.0003384683],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02047077,"threshold_uncertainty_score":0.04070324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400469435","doi":"10.47363/jeesr/2024(6)224","title":"Migmatite-Gneiss-Granite Basement of Southwestern Nigeria:Mineralogical and Geochemical Evidence for a Possible CommonAncient Protolith","year":2024,"lang":"en","type":"article","venue":"Journal of Earth and Environmental Sciences Research","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Universiti Malaya","keywords":"Protolith; Gneiss; Migmatite; Geochemistry; Geology; Basement; Petrology; Metamorphic rock; Archaeology; Geography","authors":[{"name":"Olusola A. OlaOlorun","is_ca":false},{"name":"Oluwatoyin O. Akinola","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0968605967964189,"gpt":0.3450991680469657,"spread":0.2482385712505468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005575738,0.000158773,0.0001173812,0.0009302376,0.0004360751,0.0003613587,0.0001269233,0.0002053526,0.0008886716],"category_scores_gemma":[0.0000958341,0.0001693571,0.00005371814,0.0005454344,0.0002241764,0.0001288962,0.0001897055,0.0001002566,0.0001826778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002981571,"about_ca_system_score_gemma":0.0002652902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01979195,"about_ca_topic_score_gemma":0.09114342,"domain_scores_codex":[0.9999716,0.000003569078,0.000003989074,0.000006560234,0.000005655394,0.000008657635],"domain_scores_gemma":[0.9999725,0.000003809658,0.00001169853,0.000001669405,0.000005569908,0.000004740251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002070883,0.00005420349,0.9152474,0.000143646,0.00001966296,0.001965772,0.001926671,0.0001640475,0.0551952,0.0004456239,0.0001162339,0.02451449],"study_design_scores_gemma":[0.000004835773,0.00003454285,0.9946281,0.00003062213,0.00001023335,0.0009127998,0.0016272,0.0001481182,0.001248568,0.00006427596,0.001288616,0.000002054765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984634,0.0002838374,0.00004222867,0.00001488664,0.000001752666,0.000003979815,0.00007201928,0.000002228003,0.001115659],"genre_scores_gemma":[0.9991941,0.0001970336,0.0001610592,0.000007391427,0.000001268112,0.000001815257,0.00008481804,8.280132e-7,0.0003516946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01979195,"threshold_uncertainty_score":0.03935349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405815434","doi":"10.47363/jeesr/2024(6)231","title":"Evaluation of Major and Trace Elements Geochemistry of BasementComplex Rocks in South -Eastern Part of Ado-Ekiti, SouthwesternNigeria","year":2024,"lang":"en","type":"article","venue":"Journal of Earth and Environmental Sciences Research","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Geochemistry; Basement; TRACE (psycholinguistics); Mining engineering; Archaeology; Geography","authors":[{"name":"OlaOlorun OA","is_ca":false},{"name":"Talabi AO","is_ca":false},{"name":"Akinola OO","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0769244798757951,"gpt":0.3279097794341163,"spread":0.2509852995583212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007284301,0.000177604,0.0001482639,0.001231727,0.0004039374,0.0003529921,0.0001634674,0.0001326609,0.000462715],"category_scores_gemma":[0.00009381082,0.0001918353,0.0001245509,0.0009013973,0.0002862869,0.0001443826,0.0001985979,0.0001045984,0.0001226571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004923884,"about_ca_system_score_gemma":0.0004788574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04867569,"about_ca_topic_score_gemma":0.1476744,"domain_scores_codex":[0.9999479,0.000003574477,0.00000755445,0.00001414568,0.00001357656,0.0000132837],"domain_scores_gemma":[0.999952,0.00000452546,0.00001697358,0.000003400252,0.00001486606,0.000008333643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008599528,0.00004006581,0.936659,0.00008010346,0.00004997167,0.0005437614,0.001046267,0.0002492671,0.04991791,0.0001179582,0.00004242481,0.01116723],"study_design_scores_gemma":[0.00000134373,0.00001352984,0.9979451,0.000003643378,0.000009521416,0.0001371315,0.0004276851,0.00009862734,0.0009781179,0.000009560104,0.0003743739,0.000001360417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992544,0.0001000381,0.0000300786,0.000005571649,6.105784e-7,0.000002094418,0.00007358502,0.000001744044,0.0005318414],"genre_scores_gemma":[0.9991403,0.0001191369,0.0001570301,0.000005317484,0.000001010992,0.000002046037,0.0001655769,0.000001066904,0.0004085458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04867569,"threshold_uncertainty_score":0.09678471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414483544","doi":"10.47363/jeesr/2025(7)266","title":"Natural Philosophy of Protoplanetary and Planetary Discs: On theOrigin and Evolution of Life","year":2025,"lang":"en","type":"article","venue":"Journal of Earth and Environmental Sciences Research","topic":"Marine and environmental 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","funders":"","keywords":"Protoplanetary disk; Abiogenesis; Meteorite; Planetary science; Martian; Accretion (finance); Planetesimal; Planet; Terrestrial planet","authors":[{"name":"Xiaoming Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02118948875766743,"gpt":0.2553362873205555,"spread":0.2341467985628881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003030342,0.000381081,0.0004612091,0.001395078,0.002471642,0.003145341,0.001099201,0.001903584,0.002411387],"category_scores_gemma":[0.002689595,0.000243708,0.0005257835,0.000619613,0.03299859,0.008158525,0.002673784,0.003244501,0.0005790308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004654531,"about_ca_system_score_gemma":0.001249246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002784006,"about_ca_topic_score_gemma":0.001921423,"domain_scores_codex":[0.9987073,0.0007093063,0.00003617129,0.0002009511,0.0002608307,0.00008542101],"domain_scores_gemma":[0.9981455,0.001246632,0.0001254535,0.0002114666,0.0001700067,0.0001009782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000245975,0.000003064599,0.00005304379,0.0000182009,0.000001206191,0.00001182757,0.0005458742,0.0001280367,0.00002964616,0.9976683,0.0004338505,0.001104469],"study_design_scores_gemma":[0.000004498314,0.000007117988,0.0001383449,0.00003203707,0.000001164518,0.00002928325,0.0002532579,0.0003120674,0.00003013295,0.9819899,0.01719806,0.000004198416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07131702,0.09830049,0.1102174,0.1391393,0.002067241,0.00008898409,0.0002527307,0.000129449,0.5784875],"genre_scores_gemma":[0.9271871,0.02333288,0.01832305,0.009403598,0.002188708,0.0001717586,0.0001067439,0.0001264494,0.01915966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.004654531,"threshold_uncertainty_score":0.0337711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3131620906","doi":"10.47363/jeesr/2020(2)113","title":"Climate Variability Induced Shifts in Nitrogen Loading fromTerrestrial to Aquatic Ecosystems","year":2020,"lang":"en","type":"article","venue":"Journal of Earth and Environmental Sciences Research","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"","keywords":"Environmental science; Ecosystem; Aquatic ecosystem; Terrestrial ecosystem; Precipitation; Climate change; Freshwater ecosystem; Nitrogen; Vegetation (pathology); Hydrology (agriculture); Ecology; Nitrogen cycle; Land use; Physical geography; Geography; Biology; Geology","authors":[{"name":"Asit Mazumder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06046536092077576,"gpt":0.3002825441790087,"spread":0.2398171832582329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001541711,0.0000931868,0.0001233214,0.0004010859,0.0002643928,0.000361066,0.0001386847,0.0001021379,0.0005486197],"category_scores_gemma":[0.0005081236,0.00007553268,0.0001137635,0.0007806947,0.0002427681,0.0001185261,0.0002268631,0.0001467743,0.00004634145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210662,"about_ca_system_score_gemma":0.0008249136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3348481,"about_ca_topic_score_gemma":0.5880664,"domain_scores_codex":[0.9998887,0.00002199465,0.000006405132,0.00003569274,0.00002248333,0.00002467987],"domain_scores_gemma":[0.9997062,0.00004987219,0.0001066296,0.00002309741,0.00007885325,0.0000352466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000474572,0.00001480945,0.9915006,0.00000870521,0.00003833151,0.00004417499,0.0001373171,0.0006090059,0.004494193,0.00002959863,0.0001149148,0.002960801],"study_design_scores_gemma":[3.633776e-7,0.000002553587,0.9995981,4.939688e-7,0.000002064636,0.000006495305,0.00003215448,0.0001771854,0.0001144374,0.00000672108,0.00005847425,8.611929e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991804,0.00003522853,0.00008837518,0.00001157103,0.000001105484,0.00000223212,0.0002956207,0.000004272222,0.0003811014],"genre_scores_gemma":[0.9993953,0.00003308642,0.00008502196,0.000008222137,8.237247e-7,0.00000246906,0.0003248516,0.00000159237,0.0001487086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3348481,"threshold_uncertainty_score":0.6657981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3217192713","doi":"10.47363/jeesr/2020(2)134","title":"Nutrient Dynamics Buoy (Ndb) Sensor Data and Calibration Report","year":2020,"lang":"en","type":"article","venue":"Journal of Earth and Environmental Sciences Research","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Buoy; Calibration; Remote sensing; Environmental science; Nitrate; Nutrient; Wireless sensor network; Phosphate; Surface water; Computer science; Engineering; Geology; Chemistry; Physics; Marine engineering; Environmental engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.134891370723961,"gpt":0.3481772909634553,"spread":0.2132859202394943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001375558,0.001029905,0.0006131568,0.001886341,0.0006491183,0.000681187,0.0012781,0.0005576353,0.03383212],"category_scores_gemma":[0.003702462,0.0004063619,0.0002686752,0.001674163,0.000193154,0.0007035529,0.0006073097,0.0006358006,0.01986249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016422,"about_ca_system_score_gemma":0.001362402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02958084,"about_ca_topic_score_gemma":0.04388087,"domain_scores_codex":[0.9980293,0.00007660742,0.0001089064,0.0001919112,0.001527789,0.00006557187],"domain_scores_gemma":[0.9965745,0.0001573386,0.0001621407,0.0002842926,0.002753812,0.00006789516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009135893,0.0006206837,0.06734496,0.001143488,0.0001169881,0.0004932075,0.0002769515,0.01231839,0.06814133,0.001876454,0.5525288,0.2942252],"study_design_scores_gemma":[0.000246974,0.000616555,0.1560079,0.000196625,0.00008986145,0.0004711525,0.0002751287,0.03927706,0.08415639,0.00129334,0.7171921,0.0001769841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1015503,0.000569682,0.08967568,0.001282135,0.001361125,0.005110248,0.6803584,0.0105309,0.1095616],"genre_scores_gemma":[0.1750926,0.0004911621,0.06645316,0.0003863241,0.0001041483,0.003513788,0.6824251,0.001077549,0.07045612],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03383212,"threshold_uncertainty_score":0.1131797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}