{"meta":{"query_hash":"7ac66099e745","filters":{"venue":"Natural Gas & Electricity"},"cohort_total":16,"direct_labels_cover":0,"predictions_cover":16,"exported":16,"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/7ac66099e745","api":"https://metacan.xera.ac/api/v1/cohort?venue=Natural+Gas+%26+Electricity"},"results":[{"id":"W1500130437","doi":"10.1002/gas.21752","title":"International/Cross‐Border: Recent Canadian Regulatory Trends Positive for Financial Outlook","year":2014,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"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":"Business; Financial sector; Finance; Financial system; Accounting","score_opus":0.007176535121845976,"score_gpt":0.31365499575657496,"score_spread":0.306478460634729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1500130437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4944225,0.0014692466,0.00022848525,0.1277935,0.0057328735,0.0010852141,0.0013722056,0.0002262481,0.36766973],"genre_scores_gemma":[0.95489013,0.00014020177,0.00010859903,0.008054684,0.0014253835,0.000020232419,0.000040573108,0.000013175067,0.03530699],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838597,0.000085115,0.00017825089,0.00030165666,0.00034278425,0.00070621894],"domain_scores_gemma":[0.998969,0.00013302812,0.00011235406,0.00013884147,0.000311008,0.00033577642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047930147,0.00013711373,0.00016417362,0.00019775865,0.0006819403,0.00011004433,0.00033065592,0.00019040346,0.00021071496],"category_scores_gemma":[0.0015305524,0.00014826207,0.00011769949,0.0005424506,0.00014035864,0.00020633136,0.000013672804,0.0002760362,0.0000140721695],"study_design_candidate":"not_applicable","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":[0.00009503987,0.000026458798,0.0012845332,0.000003246661,0.000027861854,0.000004651849,0.0013985594,0.000008354493,0.000092330956,0.12953521,0.1922582,0.67526555],"study_design_scores_gemma":[0.00032982402,0.000040552826,0.059947614,0.000006459881,0.0000085519205,0.0000021252881,0.0000062815475,0.00014858031,0.0003491578,0.001920385,0.93705225,0.00018824701],"about_ca_topic_score_codex":0.5720677,"about_ca_topic_score_gemma":0.9018558,"teacher_disagreement_score":0.744794,"about_ca_system_score_codex":0.00139508,"about_ca_system_score_gemma":0.0009928157,"threshold_uncertainty_score":0.6045952},"labels":[],"label_agreement":null},{"id":"W1502092190","doi":"10.1002/gas.21718","title":"Energy and the Environment: Keystone Cops (and Robbers)—Canadian Imports Threatened","year":2013,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"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":"Threatened species; Keystone species; Pipeline (software); Environmental ethics; Political science; Engineering; Ecology; Biology; Philosophy","score_opus":0.003786089456588266,"score_gpt":0.19447660545454065,"score_spread":0.1906905159979524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502092190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97275954,0.0065125027,0.000016383497,0.0068026227,0.00007238171,0.00033989255,0.000002343272,0.00005615887,0.013438179],"genre_scores_gemma":[0.9940391,0.0008794103,0.000042641735,0.0009450519,0.000055697117,0.000061687235,0.000015878191,0.000017936603,0.0039425697],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979383,0.0002568631,0.00023237929,0.00041959167,0.000316678,0.00083621475],"domain_scores_gemma":[0.99898213,0.0001857181,0.000053027718,0.0003266627,0.00008242088,0.00037004266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037267557,0.0002400686,0.00029143452,0.000121978774,0.00046148108,0.00012687859,0.00022445901,0.00020267752,0.00031223346],"category_scores_gemma":[0.0001530846,0.00015767205,0.000076277276,0.0003196061,0.00043382592,0.00020272497,0.00010880597,0.00039544227,0.00001866739],"study_design_candidate":"theoretical_or_conceptual","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":[0.0004040048,0.000105085666,0.010942046,0.000040477626,0.00028537572,0.00010359275,0.00045837965,0.000552133,0.0020916604,0.45228276,0.0028387327,0.5298958],"study_design_scores_gemma":[0.009374509,0.0005865882,0.12116902,0.000029812005,0.00019476461,0.0004586773,0.00045623808,0.05038834,0.009385906,0.6161992,0.18983665,0.0019202693],"about_ca_topic_score_codex":0.47374243,"about_ca_topic_score_gemma":0.06480811,"teacher_disagreement_score":0.5279755,"about_ca_system_score_codex":0.00028908183,"about_ca_system_score_gemma":0.000106590654,"threshold_uncertainty_score":0.9522567},"labels":[],"label_agreement":null},{"id":"W1520475438","doi":"10.1002/gas.21716","title":"Regulatory Economics: Fracking Opposition Fizzling","year":2013,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"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":"Opposition (politics); Political science; Political economy; Economics; Law; Politics","score_opus":0.003574979254107731,"score_gpt":0.1770751903234895,"score_spread":0.17350021106938177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520475438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933152,0.00015163698,0.001932182,0.00022557266,0.00015122951,0.00024826522,4.1720097e-7,0.0000858617,0.0038896194],"genre_scores_gemma":[0.99043274,0.00009755043,0.007548161,0.000866765,0.00008015696,0.000018532912,0.000007544716,0.000023284514,0.0009252502],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99871385,0.00003644609,0.00022646374,0.00038162986,0.00018996315,0.00045161735],"domain_scores_gemma":[0.9995012,0.000033141478,0.00011026994,0.00022964968,0.000005090636,0.000120642275],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011929217,0.00019709957,0.0001622276,0.000010530348,0.00021161229,0.000054248314,0.00024135722,0.000124159,0.0015443922],"category_scores_gemma":[0.000016090084,0.00018708086,0.000087150926,0.00017981985,0.00011566545,0.00056861487,0.00013916053,0.00033891734,0.00081172556],"study_design_candidate":"observational","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":[0.000049210863,0.00021413184,0.16026078,0.00001204489,0.000058306443,0.000009987476,0.000288003,0.1030266,0.07584505,0.00053282495,0.003990563,0.6557125],"study_design_scores_gemma":[0.00052191655,0.00013127709,0.6543549,0.000013030703,0.000034303073,0.000046505877,0.00006453574,0.32635945,0.006823382,0.007318789,0.0035574408,0.00077449257],"about_ca_topic_score_codex":0.0008049031,"about_ca_topic_score_gemma":0.000026833075,"teacher_disagreement_score":0.654938,"about_ca_system_score_codex":0.00075212354,"about_ca_system_score_gemma":0.00000633721,"threshold_uncertainty_score":0.99996626},"labels":[],"label_agreement":null},{"id":"W1542126636","doi":"10.1002/gas.21774","title":"NERC's Reliability Assurance Initiative: What Registered Entities Can Do","year":2014,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Power System Reliability and Maintenance","field":"Engineering","cited_by":0,"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":"Reliability (semiconductor); Jurisdiction; Commission; Power grid; Business; Power (physics); Reliability engineering; Engineering; Telecommunications; Political science; Law; Finance; Physics","score_opus":0.007980412692778889,"score_gpt":0.20985885456539136,"score_spread":0.20187844187261247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542126636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692647,0.008683068,0.0046268785,0.0012656845,0.0041000433,0.00067769265,0.000020419586,0.001126869,0.010234672],"genre_scores_gemma":[0.9978222,0.0008824596,0.00026181721,0.00034049925,0.00019696631,0.000038175265,0.000011507653,0.00003323983,0.00041313274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978394,0.00021615416,0.00044145313,0.00046329648,0.00036474768,0.0006749437],"domain_scores_gemma":[0.9985225,0.00035122712,0.00009983596,0.00066833815,0.00023051102,0.00012755395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007427144,0.00032271823,0.00046077414,0.00009788347,0.00013240885,0.00021484082,0.00040066536,0.0001976562,0.000023546934],"category_scores_gemma":[0.0009506235,0.00028966577,0.00016090242,0.00051043485,0.000111346104,0.00074145466,0.000044596494,0.0007088891,0.00003407504],"study_design_candidate":"not_applicable","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":[0.001561286,0.001067021,0.03225744,0.010011528,0.001116425,0.00013865645,0.015087695,0.020009838,0.06318044,0.036959212,0.2140202,0.60459024],"study_design_scores_gemma":[0.006116905,0.0014411962,0.12552285,0.0028481858,0.00028339526,0.00027509846,0.0010436164,0.15935174,0.1318045,0.046579648,0.518215,0.0065178685],"about_ca_topic_score_codex":0.00012271751,"about_ca_topic_score_gemma":0.0002873041,"teacher_disagreement_score":0.5980724,"about_ca_system_score_codex":0.00038919324,"about_ca_system_score_gemma":0.00004835288,"threshold_uncertainty_score":0.99995553},"labels":[],"label_agreement":null},{"id":"W1607205770","doi":"10.1002/gas.21764","title":"Regulatory Framework for Utilities in Canada Versus United States","year":2014,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":0,"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":"Jurisdiction; State (computer science); Regulatory state; Business; Regulatory authority; Business as usual; Industrial organization; Economics; Public administration; Finance; Political science; Law; Computer science; Economic system; Corporate governance","score_opus":0.006326329640236908,"score_gpt":0.204286693477359,"score_spread":0.1979603638371221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607205770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99635434,0.0011717109,0.000792383,0.00011687237,0.001179678,0.00014164754,0.000009064068,0.0001010222,0.00013330806],"genre_scores_gemma":[0.9991306,0.000098136654,0.00040015508,0.00016338823,0.0001293937,0.000012386215,0.000027531492,0.0000142120425,0.000024206733],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907136,0.000030892148,0.00015513155,0.00014725202,0.00017819514,0.00041716447],"domain_scores_gemma":[0.9990701,0.00065681426,0.000020034784,0.00014467665,0.00004763573,0.00006072598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011967812,0.00013380466,0.00016144395,0.000111710324,0.00006249823,0.000015172999,0.00016746036,0.00009555876,0.00000789251],"category_scores_gemma":[0.0002939002,0.00012647097,0.000033811477,0.0004996743,0.0000249936,0.00006402507,0.000011555342,0.00045327767,0.000001367922],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00332087,0.0002084061,0.03316138,0.0017438089,0.000499222,0.000057860514,0.004865032,0.56892276,0.005300726,0.1388761,0.094559394,0.14848445],"study_design_scores_gemma":[0.0012145643,0.00013381231,0.026762173,0.00006977308,0.000018457138,0.0000033455574,0.00025437988,0.89711744,0.019878473,0.010316921,0.04363807,0.0005925964],"about_ca_topic_score_codex":0.17672288,"about_ca_topic_score_gemma":0.55378926,"teacher_disagreement_score":0.37706634,"about_ca_system_score_codex":0.00046572264,"about_ca_system_score_gemma":0.000111782996,"threshold_uncertainty_score":0.8287594},"labels":[],"label_agreement":null},{"id":"W1977482416","doi":"10.1002/gas.21698","title":"Finance: First‐Quarter Results Show Positive Effects of Low Interest Rates","year":2013,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Economic, financial, and policy analysis","field":"Economics, Econometrics and Finance","cited_by":0,"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":"Quarter (Canadian coin); Recession; Economics; Interest rate; Great recession; Stock (firearms); Stock market; Aggregate (composite); Financial economics; Monetary economics; Keynesian economics; Econometrics; Geography; Archaeology; Materials science; Nanotechnology","score_opus":0.009024233343563453,"score_gpt":0.20746775875964416,"score_spread":0.1984435254160807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977482416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884651,0.0037884268,0.00016109837,0.0016476706,0.00045273502,0.00045798343,0.0001254391,0.00003949995,0.0048620584],"genre_scores_gemma":[0.9969476,0.0006428689,0.00016053671,0.0005528378,0.00024179714,0.000044940956,0.00004707146,0.000025253852,0.0013371119],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9977472,0.000039858234,0.00094995863,0.0006084815,0.000044681103,0.0006098322],"domain_scores_gemma":[0.9982061,0.00043630012,0.0007106506,0.0004329336,0.000128414,0.000085622494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026868196,0.00031525778,0.0008300055,0.00042817026,0.00015500694,0.00009133519,0.00041703373,0.00024321213,0.000106344225],"category_scores_gemma":[0.0005282559,0.00032789688,0.00035874272,0.0006796605,0.000097116215,0.0004778984,0.000060525592,0.0004707529,0.0007726593],"study_design_candidate":"observational","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":[0.0020471315,0.0030050958,0.16573481,0.0018048165,0.0027385491,0.00009355806,0.008036884,0.00059407746,0.010826587,0.42938405,0.31630188,0.059432548],"study_design_scores_gemma":[0.005588824,0.0015308541,0.70973986,0.00032618045,0.00011329188,0.000020104806,0.00004185829,0.021357752,0.15412393,0.09483102,0.010171954,0.0021543552],"about_ca_topic_score_codex":0.0032003887,"about_ca_topic_score_gemma":0.0004704376,"teacher_disagreement_score":0.54400504,"about_ca_system_score_codex":0.00019344683,"about_ca_system_score_gemma":0.000025164198,"threshold_uncertainty_score":0.9999173},"labels":[],"label_agreement":null},{"id":"W1980488271","doi":"10.1002/gas.21684","title":"Ontario Initiative Points to Renewal of Electricity Distribution Worldwide","year":2013,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Prosperity; Renewable energy; Electricity; Electricity generation; Distribution (mathematics); Natural resource economics; Nuclear power; The Renaissance; Wind power; Environmental economics; Engineering; Environmental science; Power (physics); Economics; Electrical engineering; Economic growth; History","score_opus":0.01263215848169493,"score_gpt":0.2616995398404154,"score_spread":0.24906738135872045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980488271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97977877,0.0001509198,0.00013885075,0.009328635,0.00017488377,0.00057086506,0.000076302735,0.00004140078,0.009739376],"genre_scores_gemma":[0.9913724,0.000026477179,0.00011643722,0.002348385,0.00018873386,0.0000234878,0.000019457682,0.000007259592,0.005897338],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9979648,0.00018567497,0.00028840406,0.00029357112,0.0005347999,0.00073277],"domain_scores_gemma":[0.9987631,0.00021543629,0.00019855709,0.00016693948,0.00036501297,0.0002909872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036155697,0.00016093641,0.00026497056,0.000116426985,0.00032826583,0.00005972963,0.00034402587,0.00013859881,0.00035441533],"category_scores_gemma":[0.00136071,0.00016187808,0.000113027,0.0015749274,0.0001119517,0.0003370654,0.000034135395,0.00046430706,0.00009958431],"study_design_candidate":"not_applicable","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":[0.00048266022,0.00044618294,0.052704357,0.00003077376,0.00018283029,0.000023716515,0.025035977,0.000017862354,0.009145039,0.1319367,0.67433554,0.10565837],"study_design_scores_gemma":[0.0007863579,0.00037779403,0.6993408,0.000059464022,0.000049435293,0.0000054246266,0.0001206143,0.00008620475,0.031544685,0.041739624,0.22508557,0.0008040259],"about_ca_topic_score_codex":0.87413937,"about_ca_topic_score_gemma":0.88170993,"teacher_disagreement_score":0.6466364,"about_ca_system_score_codex":0.0018940967,"about_ca_system_score_gemma":0.00090785685,"threshold_uncertainty_score":0.66011965},"labels":[],"label_agreement":null},{"id":"W2041323695","doi":"10.1002/gas.21662","title":"Natural gas &amp; electricity pricing: Natural gas challenge to King Coal: Check or checkmate?","year":2012,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"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":"Coal; Natural gas; Electricity; China; Quarter (Canadian coin); Economics; Natural resource economics; Economy; Agricultural economics; Waste management; Political science; Engineering; Geography; Law","score_opus":0.025028188778333602,"score_gpt":0.28685088864688923,"score_spread":0.2618226998685556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041323695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95542777,0.015426562,0.000034096538,0.0039374013,0.0035261724,0.00092968513,0.000022957505,0.0012809667,0.019414393],"genre_scores_gemma":[0.9847826,0.0008271703,0.0009174274,0.004716179,0.0032373625,0.000081881255,0.00020268818,0.0001853244,0.0050493814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99076974,0.00056352606,0.0012112439,0.0013770267,0.0016127373,0.004465728],"domain_scores_gemma":[0.99613225,0.00049634324,0.000550534,0.0011298094,0.0005826003,0.0011084464],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0010488135,0.0014430947,0.0014375566,0.0008135574,0.00087385555,0.00028452853,0.0015699718,0.0009457887,0.0003219435],"category_scores_gemma":[0.0018783206,0.0012027897,0.00067135546,0.0038394714,0.00015640762,0.0012185492,0.0004780346,0.0037295213,0.0007658346],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009423673,0.0043812133,0.003612646,0.0008250532,0.0022376582,0.00034879817,0.0114560565,0.0021705942,0.1864434,0.49017394,0.07483654,0.21409044],"study_design_scores_gemma":[0.003198671,0.0007237602,0.013631593,0.00018625853,0.00033837793,0.00077210815,0.0001055497,0.0028815926,0.09013066,0.00262647,0.88181067,0.0035943242],"about_ca_topic_score_codex":0.013038048,"about_ca_topic_score_gemma":0.013849026,"teacher_disagreement_score":0.8069741,"about_ca_system_score_codex":0.0015793316,"about_ca_system_score_gemma":0.0002935418,"threshold_uncertainty_score":0.99983186},"labels":[],"label_agreement":null},{"id":"W2052920883","doi":"10.1002/gas.21612","title":"FERC regulation—electricity: FERC and NERC speed processing of electric reliability violations","year":2012,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Transportation Systems and Infrastructure","field":"Business, Management and Accounting","cited_by":0,"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":"Reliability (semiconductor); Electricity; Commission; Enforcement; Corporation; Process (computing); Business; Engineering; Finance; Computer science; Law; Power (physics); Electrical engineering; Political science","score_opus":0.00886147929771319,"score_gpt":0.22005218870085436,"score_spread":0.21119070940314116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052920883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99393374,0.0017216408,0.00096921297,0.00030093797,0.00023986647,0.0004969068,0.0000029703954,0.00017835756,0.0021563768],"genre_scores_gemma":[0.9981897,0.00002217415,0.00038521262,0.00035059114,0.0008108977,0.000005822632,0.000050479324,0.000031168438,0.00015396607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783343,0.000035195688,0.0006442569,0.000378392,0.00050645147,0.0006022525],"domain_scores_gemma":[0.9984883,0.00007317238,0.00051270303,0.00023936092,0.000643149,0.00004330106],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060919736,0.00029937722,0.00043297617,0.00050397863,0.00034700133,0.00014827609,0.00018652075,0.00020926827,0.00008510678],"category_scores_gemma":[0.00028963925,0.00025659014,0.000115591094,0.0026663858,0.00005062407,0.0022101817,0.000029666948,0.00048410599,0.000012620343],"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":[0.00027428774,0.00027574567,0.77469844,0.0006864725,0.00006927288,0.0000014469733,0.0003443724,0.00020328425,0.119833186,0.01590044,0.0022984142,0.08541466],"study_design_scores_gemma":[0.00054114807,0.00002247365,0.97470635,0.00003593459,0.00011823717,0.000009189909,0.00003077584,0.013324192,0.0039706146,0.0031507416,0.0037222167,0.00036811823],"about_ca_topic_score_codex":0.0005572641,"about_ca_topic_score_gemma":0.000039669038,"teacher_disagreement_score":0.20000795,"about_ca_system_score_codex":0.00010584009,"about_ca_system_score_gemma":0.00006152182,"threshold_uncertainty_score":0.9999886},"labels":[],"label_agreement":null},{"id":"W2067841424","doi":"10.1002/gas.21629","title":"Natural gas production—international/cross‐border: Rest of world learning from US shale gas experience","year":2012,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"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":"Rest (music); Shale gas; Natural gas; Coal; Oil shale; Fossil fuel; International trade; Petroleum; Production (economics); Economy; Natural resource economics; Business; Economics; Geography; Engineering; Waste management; Geology; Archaeology","score_opus":0.011591690880368854,"score_gpt":0.3045941654278948,"score_spread":0.2930024745475259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067841424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694854,0.0049789855,0.0000032652108,0.00062319735,0.0027038462,0.00013018349,0.000009840603,0.00020334117,0.021861952],"genre_scores_gemma":[0.9875326,0.00028325786,0.00031341083,0.00039672924,0.0019538389,0.000021039245,0.0001419312,0.00003535934,0.009321837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99718225,0.0001838745,0.000504959,0.00053219026,0.0006954306,0.00090132165],"domain_scores_gemma":[0.99857104,0.00015335857,0.00032348384,0.00039537248,0.0003693371,0.00018739226],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024113216,0.00035776556,0.00038645187,0.00025596004,0.00029667007,0.00008775155,0.00053724914,0.00019271743,0.00054311135],"category_scores_gemma":[0.001052827,0.00033753808,0.0002105359,0.0011680607,0.00018013002,0.000836496,0.00014747749,0.001152448,0.00007928805],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002425548,0.0018675316,0.22902621,0.00010443162,0.00096333853,0.000056394303,0.01385355,0.021673381,0.28338024,0.29084143,0.009350045,0.1464579],"study_design_scores_gemma":[0.00094524666,0.0000892126,0.1144589,0.00006841124,0.00005582194,0.00009177709,0.00011361549,0.0021579505,0.18857,0.0015158444,0.69113046,0.00080276333],"about_ca_topic_score_codex":0.02027612,"about_ca_topic_score_gemma":0.00438077,"teacher_disagreement_score":0.6817804,"about_ca_system_score_codex":0.00028406255,"about_ca_system_score_gemma":0.000060934137,"threshold_uncertainty_score":0.9999077},"labels":[],"label_agreement":null},{"id":"W2085665475","doi":"10.1002/gas.21809","title":"Canadian Hydropower in the Pacific Northwest","year":2014,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"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":"Hydropower; China; Focus (optics); Planet; Geography; Political science; Engineering; Archaeology","score_opus":0.004051789452244822,"score_gpt":0.21121532196857043,"score_spread":0.2071635325163256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085665475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7204027,0.00041968664,0.0000013640146,0.004564629,0.00028942013,0.00010070107,0.0000064119413,0.00005623737,0.27415884],"genre_scores_gemma":[0.9949726,0.000034484245,0.000014008921,0.0040552514,0.0002752289,0.000007955547,0.000046983616,0.000012670292,0.00058085565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836713,0.00023343101,0.00018493549,0.00024344392,0.0002479155,0.000723162],"domain_scores_gemma":[0.9993135,0.00011302289,0.000043303502,0.00032751786,0.000048954633,0.00015370091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032214212,0.00018529833,0.00017376892,0.00018758816,0.0001771644,0.00006283395,0.00046768977,0.00017059891,0.00008767129],"category_scores_gemma":[0.00017295725,0.00013239669,0.00008558933,0.0009942964,0.000041262345,0.000100734615,0.00001591371,0.0006439804,0.00017032668],"study_design_candidate":"not_applicable","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":[0.000030382056,0.0000686248,0.0035704405,0.0000058853802,0.000015000186,0.00004072716,0.0007055079,0.00069828465,0.00023633943,0.9547779,0.0074220183,0.032428913],"study_design_scores_gemma":[0.00028636394,0.00006307862,0.019570371,0.000005096929,0.000008877996,0.000035349924,0.000027971588,0.001262332,0.00038077144,0.007594684,0.97053003,0.00023505863],"about_ca_topic_score_codex":0.88558537,"about_ca_topic_score_gemma":0.9774495,"teacher_disagreement_score":0.963108,"about_ca_system_score_codex":0.00027841204,"about_ca_system_score_gemma":0.00011598768,"threshold_uncertainty_score":0.53989804},"labels":[],"label_agreement":null},{"id":"W2095056492","doi":"10.1002/gas.21682","title":"NERC Matters: NERC Followed in Canada","year":2013,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"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":"Negotiation; Reliability (semiconductor); Political science; Engineering; Environmental science; Law; Physics","score_opus":0.004238335663630776,"score_gpt":0.19212988099417114,"score_spread":0.18789154533054037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095056492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673199,0.00071167113,0.000001124643,0.006672266,0.0004912306,0.00016476448,0.0000045832517,0.00008156651,0.024552872],"genre_scores_gemma":[0.98521984,0.000045149944,0.00007770483,0.013126857,0.00018670307,0.000026655895,0.000026454298,0.000021818161,0.0012688232],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979672,0.00012444537,0.0003212691,0.00033915683,0.00036324956,0.00088467775],"domain_scores_gemma":[0.9992662,0.00009913844,0.00007767878,0.00028950168,0.00008616051,0.00018132041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008661458,0.00026611757,0.0003179105,0.00013468294,0.00008409001,0.00005877597,0.00039562813,0.00015131904,0.00052631204],"category_scores_gemma":[0.00010785494,0.00024083632,0.00009261978,0.0009116052,0.000023942628,0.00027229282,0.000058060104,0.0006199075,0.0001841234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021062972,0.00028003324,0.007959452,0.00007268596,0.00020887666,0.00029801446,0.00054530916,0.0058925166,0.02884171,0.2809168,0.48025888,0.19451508],"study_design_scores_gemma":[0.0024736836,0.00013113458,0.11311569,0.000054047203,0.000041928313,0.00008475235,0.00011850855,0.0071572056,0.019142779,0.013650244,0.8425384,0.0014916129],"about_ca_topic_score_codex":0.9981841,"about_ca_topic_score_gemma":0.9944978,"teacher_disagreement_score":0.36227953,"about_ca_system_score_codex":0.0011147502,"about_ca_system_score_gemma":0.000499146,"threshold_uncertainty_score":0.98210204},"labels":[],"label_agreement":null},{"id":"W2260315961","doi":"10.1002/gas.21873","title":"New England Can Import Canadian Hydropower to Meet Environmental Goals","year":2015,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"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":"Hydropower; New england; Portfolio; Electricity; Mains electricity; Business; Natural resource economics; Environmental economics; Engineering; Economics; Finance; Market economy; Electrical engineering","score_opus":0.007900252519800404,"score_gpt":0.22254874272228786,"score_spread":0.21464849020248747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260315961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89650655,0.0009499879,0.0000032413277,0.0038652997,0.00063389906,0.0001892397,0.000057591595,0.00010872414,0.09768544],"genre_scores_gemma":[0.98905426,0.000021653666,0.00016263888,0.0058924924,0.00070334814,0.0000054179927,0.00008177885,0.000028721346,0.0040497],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979308,0.00008571538,0.00024533068,0.0003823688,0.00040642958,0.00094934995],"domain_scores_gemma":[0.9978864,0.00002668182,0.00005682217,0.00031097233,0.0000303653,0.0016887655],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018481839,0.00028989572,0.0002771956,0.00021181154,0.00012491473,0.000056367066,0.0003684193,0.00022940761,0.00025853518],"category_scores_gemma":[0.00014142963,0.00027335243,0.00009497946,0.0005021525,0.000026890819,0.00011869374,0.000057204685,0.00031510668,0.00020733425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053279614,0.00020044805,0.007865625,0.00001009635,0.00026299496,0.00056951406,0.0042205267,0.0044225133,0.01080236,0.321812,0.55641216,0.092888966],"study_design_scores_gemma":[0.0009470538,0.00018270557,0.0018873267,0.0000039839174,0.00002295384,0.000079012694,0.000018347335,0.00013828679,0.0071668434,0.0033669139,0.98578346,0.00040312952],"about_ca_topic_score_codex":0.8401137,"about_ca_topic_score_gemma":0.9027696,"teacher_disagreement_score":0.4293713,"about_ca_system_score_codex":0.0010890862,"about_ca_system_score_gemma":0.00058437284,"threshold_uncertainty_score":0.99997187},"labels":[],"label_agreement":null},{"id":"W2793902835","doi":"10.1002/gas.22040","title":"Critical Infrastructure Protection Required on Electric Grid Continually Changing","year":2018,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Islanding Detection in Power Systems","field":"Engineering","cited_by":0,"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":"Interconnection; Electric power transmission; Synchronization (alternating current); Electricity; Grid; George (robot); Mains electricity; Electrical engineering; Engineering; Telecommunications; Business; Computer science; Topology (electrical circuits); Geography; Voltage","score_opus":0.006191515230203291,"score_gpt":0.22740301079081024,"score_spread":0.22121149556060696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793902835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9453814,0.0007100854,0.024193754,0.00021300103,0.014527298,0.0010085861,0.000009088029,0.0027992898,0.011157489],"genre_scores_gemma":[0.9964527,0.000011254713,0.00015413942,0.000119754026,0.0028766193,0.000055146033,0.0000048156994,0.000062010506,0.00026359397],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99788696,0.00009208869,0.00034579728,0.00037969957,0.0004373822,0.00085807615],"domain_scores_gemma":[0.9991891,0.00009959551,0.000062832914,0.00027758925,0.00027438896,0.00009650403],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032190344,0.0003202714,0.00029922725,0.00067957595,0.00032096708,0.0001207477,0.00022369476,0.00029364484,0.000052486484],"category_scores_gemma":[0.0005708512,0.00030030808,0.00010241162,0.0018503637,0.000053373744,0.0002473723,0.000023781728,0.0009851181,0.0001574194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063456985,0.00008621998,0.00041140782,0.0002912211,0.000270582,0.000049437534,0.0014488732,0.00068254693,0.8325976,0.0041293507,0.040833365,0.11856481],"study_design_scores_gemma":[0.0013162821,0.0019058607,0.0058404203,0.00020541139,0.00007703179,0.00050923636,0.00003939372,0.19510631,0.76353216,0.001869571,0.028196495,0.001401825],"about_ca_topic_score_codex":0.000015955631,"about_ca_topic_score_gemma":0.000010970795,"teacher_disagreement_score":0.19442376,"about_ca_system_score_codex":0.0005141625,"about_ca_system_score_gemma":0.000027348846,"threshold_uncertainty_score":0.9999449},"labels":[],"label_agreement":null},{"id":"W2901867253","doi":"10.1002/gas.22094","title":"After NAFTA: New Risks to North American Gas Trade?","year":2018,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"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":"Free trade agreement; International trade; Administration (probate law); International economics; Economics; Political science; Free trade; Law","score_opus":0.006861326463524737,"score_gpt":0.22797817174273857,"score_spread":0.22111684527921383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901867253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99399126,0.000075978,0.0027624138,0.00094052916,0.00018704445,0.00031293396,0.0000026763178,0.000107271335,0.001619922],"genre_scores_gemma":[0.9817661,0.000061716106,0.012222733,0.004010246,0.00030156213,0.000017302285,0.0000045400384,0.00003754967,0.0015782678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976388,0.00005428337,0.00026125117,0.0006486644,0.00054880144,0.00084815436],"domain_scores_gemma":[0.9990235,0.000029159297,0.0001064183,0.00037657772,0.0000047944,0.00045952952],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007899343,0.00033748962,0.0002860935,0.000017615961,0.0001901698,0.00003989782,0.0004459979,0.00007634824,0.0010288955],"category_scores_gemma":[0.000037559425,0.00029422817,0.000117898126,0.0012333542,0.00040733424,0.00021463257,0.000234801,0.00045199564,0.0012126472],"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":[0.0003300864,0.00013983848,0.5009222,0.0000021479011,0.00003064799,0.000027887438,0.0005391348,0.001432679,0.0026610259,0.000007015201,0.012622668,0.48128468],"study_design_scores_gemma":[0.00024519634,0.0005476253,0.97384804,0.0000028944648,0.000029250516,0.000021106884,0.000022489177,0.0036917566,0.0008258191,0.000097347,0.020229064,0.00043943166],"about_ca_topic_score_codex":0.0037129668,"about_ca_topic_score_gemma":0.0033728308,"teacher_disagreement_score":0.48084524,"about_ca_system_score_codex":0.00054795697,"about_ca_system_score_gemma":0.000016953287,"threshold_uncertainty_score":0.999951},"labels":[],"label_agreement":null},{"id":"W4241758402","doi":"10.1002/gas.10082","title":"Table of Contents","year":2008,"lang":"en","type":"article","venue":"Natural Gas & Electricity","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"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":"Natural gas; Upstream (networking); Volatility (finance); Natural gas prices; Economics; Crude oil; Oil and natural gas; Liquefied natural gas; Coal; Downstream (manufacturing); Agricultural economics; Economy; Natural resource economics; Fossil fuel; Engineering; Finance; Petroleum engineering; Waste management; Operations management; Telecommunications","score_opus":0.01619733261781558,"score_gpt":0.2602621630931209,"score_spread":0.2440648304753053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241758402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747208,0.0011965161,0.000017523946,0.00021259341,0.000098329176,0.00010992423,0.0000022300098,0.00006366438,0.023578452],"genre_scores_gemma":[0.99259317,0.00010860871,0.00008048368,0.000128342,0.00004644853,0.00000676666,0.00000954672,0.000009389684,0.0070172274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984752,0.00010963353,0.00022853135,0.00023109677,0.0004290875,0.000526473],"domain_scores_gemma":[0.99903363,0.000092136506,0.00005647219,0.00024719883,0.00047787855,0.00009269899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016017137,0.00012678644,0.00025216147,0.000093052695,0.00015218856,0.000007130681,0.00027852558,0.00012455959,0.000141417],"category_scores_gemma":[0.0006650521,0.00010627457,0.00010253794,0.00087279757,0.00012924908,0.00012366012,0.00005852586,0.00037815707,0.000024240528],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040369784,0.0025219764,0.12842745,0.0003360154,0.0006393836,0.00069510535,0.00094788015,0.0067803273,0.20302606,0.40536615,0.026268687,0.220954],"study_design_scores_gemma":[0.0052273083,0.0012768974,0.14411391,0.000038912705,0.00005905001,0.000365242,0.0001792828,0.011982696,0.6037488,0.05252369,0.17924379,0.0012404048],"about_ca_topic_score_codex":0.007274496,"about_ca_topic_score_gemma":0.00027584535,"teacher_disagreement_score":0.40072277,"about_ca_system_score_codex":0.0001188391,"about_ca_system_score_gemma":0.000109008375,"threshold_uncertainty_score":0.9993361},"labels":[],"label_agreement":null}]}