{"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":"21a70f2dae21","filters":{"venue":"Energy geoscience conference series."}},"results":[{"id":"W4401444546","doi":"10.1144/egc1-2024-13","title":"Exploring for hydrogen, helium and lithium: is it as easy as 1, 2, 3?","year":2024,"lang":"en","type":"article","venue":"Energy geoscience conference series.","topic":"Quantum, superfluid, helium dynamics","field":"Physics and Astronomy","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":"","keywords":"Lithium (medication); Helium; Hydrogen; Psychology; Atomic physics; Physics; Psychiatry; Quantum mechanics","authors":[{"name":"Jon Gluyas","is_ca":false},{"name":"Madeleine C. S. Humphreys","is_ca":false},{"name":"Rūta Karolytė","is_ca":false},{"name":"Anran Cheng","is_ca":false},{"name":"Barbara Sherwood Lollar","is_ca":true},{"name":"C. J. Ballentine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05368060640046578,"gpt":0.2739960955188958,"spread":0.22031548911843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002562439,0.0003279377,0.0002840172,0.0001392787,0.0003530266,0.0005433922,0.0004235952,0.00006329353,0.0007072571],"category_scores_gemma":[0.00003623735,0.0003162065,0.0001039138,0.0004887303,0.0003621448,0.001569376,0.0002133475,0.0001772793,0.000126203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003841303,"about_ca_system_score_gemma":0.0006727613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002652352,"about_ca_topic_score_gemma":0.00008050165,"domain_scores_codex":[0.9978284,0.0000298869,0.0003424396,0.0008303078,0.0003260671,0.0006428941],"domain_scores_gemma":[0.9990165,0.00009662653,0.00005347634,0.0003928788,0.0001791352,0.0002613564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002284178,0.00003689095,0.0004986024,0.00005656714,0.00004256745,0.00001127847,0.002364298,0.00003826225,0.00858782,0.9450902,0.0005049825,0.04274567],"study_design_scores_gemma":[0.0004774765,0.0005676483,0.0002098552,0.00038052,0.00007753231,0.00004804147,0.005936236,0.07200295,0.1068048,0.1071335,0.7050394,0.001321964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049452,0.0008267795,0.0570304,0.005171862,0.002033434,0.0003432689,0.000257705,0.0002656306,0.02912572],"genre_scores_gemma":[0.9738162,0.0003004796,0.0006425912,0.0004977431,0.0003377574,0.0002749043,0.00004174813,0.00004016887,0.02404842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8379567,"threshold_uncertainty_score":0.999929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409563764","doi":"10.1144/egc1-2024-67","title":"Storage v. production: challenges for reservoir modelling and simulation practitioners","year":2025,"lang":"en","type":"article","venue":"Energy geoscience conference series.","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geoscience BC","funders":"","keywords":"Reservoir simulation; Production (economics); Petroleum engineering; Environmental science; Computer science; Geology; Economics","authors":[{"name":"Mark Bentley","is_ca":true},{"name":"W. E. Stephens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04886608576903803,"gpt":0.290254608395445,"spread":0.241388522626407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003792045,0.0001469698,0.0001571074,0.0001691429,0.0001894457,0.00009008569,0.0001338695,0.00008466814,0.000007620388],"category_scores_gemma":[0.0002328566,0.0001535582,0.00002420123,0.0003266813,0.00008542395,0.0006856612,0.00002813584,0.00009187242,4.910394e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004516878,"about_ca_system_score_gemma":0.00005959852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001062544,"about_ca_topic_score_gemma":0.00002026637,"domain_scores_codex":[0.9990848,0.00003022711,0.0002082899,0.0003099783,0.0001375273,0.0002291636],"domain_scores_gemma":[0.9993272,0.000130657,0.00003185629,0.0002440813,0.0002040095,0.00006217135],"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":[0.0000117112,0.00000500134,0.000003477079,0.00007749815,0.000007971181,3.144429e-7,0.0001999859,0.9785206,0.0004436576,0.01201437,0.0000344328,0.008680954],"study_design_scores_gemma":[0.0001292529,0.00002103535,0.0000803139,0.00004719439,0.000006124473,0.00000118208,0.0001957215,0.9299395,0.001635561,0.004683118,0.06311159,0.000149414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03179794,0.001333556,0.9630049,0.0008805164,0.0007358354,0.0001232758,0.0000041045,0.000282226,0.001837598],"genre_scores_gemma":[0.9503298,0.001981123,0.0441363,0.00001835945,0.00005968984,0.00008011293,0.000009910491,0.00001488303,0.003369814],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9188687,"threshold_uncertainty_score":0.6261924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401393640","doi":"10.1144/egc1-2023-10","title":"Subsurface storage capacity in structural traps in underexplored sedimentary basins: hydrogen (H <sub>2</sub> ) and carbon dioxide (CO <sub>2</sub> ) storage on the Irish Atlantic margin","year":2024,"lang":"en","type":"article","venue":"Energy geoscience conference series.","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mira Geoscience (Canada)","funders":"Science Foundation Ireland","keywords":"Sedimentary basin; Sedimentary rock; Geology; Carboniferous; Earth science; Prospectivity mapping; Renewable energy; Fossil fuel; Petroleum engineering; Environmental science; Structural basin; Geochemistry; Paleontology; Engineering; Waste management","authors":[{"name":"Conor O’Sullivan","is_ca":true},{"name":"Pablo Rodriguez-Salgado","is_ca":true},{"name":"Conrad Childs","is_ca":true},{"name":"Patrick M. Shannon","is_ca":true},{"name":"Robert J. Murphy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02514699398205607,"gpt":0.2241647181696141,"spread":0.1990177241875581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005861922,0.0003851858,0.000295733,0.0001862103,0.0002742262,0.000219923,0.0004519614,0.000147933,0.0002718445],"category_scores_gemma":[0.00009394765,0.0003096006,0.00006246031,0.0009600592,0.00100558,0.0009508163,0.0001734508,0.0005653798,0.00003416826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005025385,"about_ca_system_score_gemma":0.00014995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00697808,"about_ca_topic_score_gemma":0.0390505,"domain_scores_codex":[0.9971021,0.0003177595,0.0004580621,0.000910848,0.0005518806,0.0006593433],"domain_scores_gemma":[0.999108,0.0001853183,0.0001051492,0.0004058073,0.00001975316,0.0001760209],"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":[0.00009495062,0.0001087678,0.01891197,0.00002412059,0.00001963313,0.000287366,0.003636348,0.00663757,0.9580816,0.005040397,0.0003367333,0.006820547],"study_design_scores_gemma":[0.0006371231,0.000438801,0.2037275,0.0002853389,0.00002700364,0.0001866828,0.003316046,0.06031321,0.7204844,0.005927345,0.003477216,0.001179335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946496,0.00006533469,0.0001196402,0.002174089,0.0004090633,0.0002725128,0.00003586518,0.000097977,0.002175955],"genre_scores_gemma":[0.9988485,0.0002798976,0.00003356407,0.0005686238,0.0000352162,0.00006690747,0.00003058975,0.00001889058,0.000117832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2375972,"threshold_uncertainty_score":0.9999356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}