{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"1e104b432d40","filters":{"venue":"Global Journal of Earth Science and Engineering"}},"results":[{"id":"W2947518691","doi":"10.15377/2409-5710.2018.05.4","title":"A Clustering Algorithm for Block-Cave Production Scheduling","year":2019,"lang":"en","type":"article","venue":"Global Journal of Earth Science and Engineering","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Scheduling (production processes); Cluster analysis; Computer science; Production schedule; Mathematical optimization; Schedule; Algorithm; Industrial engineering; Engineering; Mathematics; Artificial intelligence","authors":[{"name":"Farshad Nezhadshahmohammad","is_ca":false},{"name":"Yashar Pourrahimian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007066089317860959,"gpt":0.2147099069752467,"spread":0.2076438176573857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005517428,0.0001069418,0.0001527791,0.0001440912,0.00006294883,0.0001029179,0.0001349484,0.00003785583,0.000002601897],"category_scores_gemma":[0.0001077957,0.0001018142,0.00004077786,0.0004595078,0.00003143704,0.0004592213,0.00002195386,0.0001100496,0.000003117977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004330144,"about_ca_system_score_gemma":0.00004711066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.757583e-7,"about_ca_topic_score_gemma":2.854995e-7,"domain_scores_codex":[0.9990996,0.000002321321,0.0002339298,0.0001261937,0.000281436,0.0002565713],"domain_scores_gemma":[0.9994512,0.00001521928,0.00004973887,0.00008317827,0.0002737032,0.0001269231],"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":[0.000002616642,0.000003467078,0.0001523677,0.0000334806,0.00001262392,0.000001380722,0.00005124397,0.9683394,0.005572159,0.00001913833,0.000004548239,0.02580758],"study_design_scores_gemma":[0.0002792285,0.00005469879,0.0006713418,0.0001017764,0.00001004622,0.0002454239,0.0001075093,0.9954961,0.00269949,0.00000981648,0.0002029785,0.0001215804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4484881,0.0005138647,0.5482998,0.00003620998,0.002354052,0.0001236452,0.000002809406,0.00007200311,0.0001095775],"genre_scores_gemma":[0.5312338,0.0000655554,0.4684248,0.00001257653,0.0002421996,0.000001344274,2.777625e-7,0.000009320574,0.00001011376],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08274573,"threshold_uncertainty_score":0.4151862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2948024183","doi":"10.15377/2409-5710.2018.05.3","title":"Influence of Particle Geometry Assessed via Image Processing on Broken Sandstone Strength","year":2018,"lang":"en","type":"article","venue":"Global Journal of Earth Science and Engineering","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Geometry; Void ratio; Void (composites); Geotechnical engineering; Geology; Porosity; Sieve analysis; Particle (ecology); Particle size; Materials science; Mineralogy; Composite material; Mathematics","authors":[{"name":"Saleh Balideh","is_ca":true},{"name":"T. G. Joseph","is_ca":true},{"name":"M. Curley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003384394980175999,"gpt":0.2206658092342115,"spread":0.2172814142540355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003527557,0.00011529,0.0001723719,0.000122037,0.00007254363,0.00006576895,0.0001948291,0.00003278061,0.000002857874],"category_scores_gemma":[0.0001358639,0.00009708993,0.00002643845,0.0007083007,0.0001876049,0.0007037782,0.00002962595,0.0001348511,0.00000170635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003888527,"about_ca_system_score_gemma":0.00006254543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000465215,"about_ca_topic_score_gemma":0.000001004538,"domain_scores_codex":[0.9989236,0.000003117536,0.0002701639,0.00009939379,0.0003896553,0.0003140609],"domain_scores_gemma":[0.9993136,0.00001517323,0.00007765419,0.00009501322,0.0003651839,0.0001333945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000020551,0.00001406964,0.006378706,0.00009165235,0.00001751251,0.00001746973,0.0001803969,0.1532923,0.8199607,0.0001608842,0.00001868761,0.019847],"study_design_scores_gemma":[0.0005454743,0.0003825742,0.3617502,0.0005219857,0.00002260937,0.0002095535,0.000120252,0.09130439,0.5445668,0.00006385476,0.0002502413,0.0002620732],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916046,0.0001640231,0.007645737,0.000008621213,0.0002702426,0.00002937735,0.000001923372,0.00002812621,0.0002473623],"genre_scores_gemma":[0.9950218,0.00002739724,0.004736035,0.00001324661,0.0001931803,3.574415e-7,6.251418e-8,0.00000667687,0.00000129022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3553715,"threshold_uncertainty_score":0.3959212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2331537540","doi":"10.15377/2409-5710.2014.01.02.2","title":"Regional Groundwater Flow Modeling of the Chalk Aquifer of Beauvais, Paris Basin, North of France","year":2015,"lang":"en","type":"article","venue":"Global Journal of Earth Science and Engineering","topic":"Groundwater flow and contamination studies","field":"Environmental 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":"Groundwater recharge; MODFLOW; Aquifer; Groundwater model; Hydrology (agriculture); Groundwater; Groundwater flow; Hydraulic conductivity; Groundwater discharge; Water table; Geology; Environmental science; Soil science; Geotechnical engineering; Soil water","authors":[{"name":"Adel Zghibi","is_ca":false},{"name":"Lahcen Zouhri","is_ca":false},{"name":"Jamila Tarhouni","is_ca":false},{"name":"Pascale Lutz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01299339004465636,"gpt":0.1963185240229501,"spread":0.1833251339782937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004952791,0.00007289912,0.0001702697,0.00003523439,0.00004810995,0.00001182,0.0002459858,0.00001844526,0.000006079431],"category_scores_gemma":[0.00004460454,0.00004723952,0.00004811384,0.0003791724,0.0002777247,0.0003741415,0.0001249332,0.00006007441,7.561156e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002367872,"about_ca_system_score_gemma":0.0000377775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001215874,"about_ca_topic_score_gemma":0.00002269455,"domain_scores_codex":[0.9987572,0.000009295994,0.00029895,0.00008960132,0.000698568,0.0001464285],"domain_scores_gemma":[0.9995192,0.000009357221,0.0001397825,0.00009623548,0.0001599726,0.00007541561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002697328,0.00006102797,0.5107195,0.00003429471,0.00002988872,0.000002932569,0.001362355,0.4696852,0.008545904,0.0001089201,0.0001425068,0.009280483],"study_design_scores_gemma":[0.0006247181,0.0002139679,0.8569576,0.0001478151,0.00003191231,0.00009245001,0.0004258085,0.1348088,0.003891362,0.00008671466,0.002558406,0.0001605051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826853,0.0002942788,0.01657702,0.0001152643,0.0001640526,0.00003508426,0.000002603368,0.000001805028,0.0001245959],"genre_scores_gemma":[0.9980644,0.00004414868,0.001817973,0.00002785024,0.00002095641,3.639556e-7,9.078953e-8,0.000001884411,0.00002235573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.346238,"threshold_uncertainty_score":0.1926372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}