{"meta":{"query_hash":"bf3e02d82e57","filters":{"venue":"All Days"},"cohort_total":113,"direct_labels_cover":0,"predictions_cover":113,"exported":113,"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/bf3e02d82e57","api":"https://metacan.xera.ac/api/v1/cohort?venue=All+Days"},"results":[{"id":"W1963989635","doi":"10.4043/20696-ms","title":"SS: Atlantic Canada","year":2010,"lang":"en","type":"article","venue":"All Days","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Keel; Submarine pipeline; Pipeline transport; Seabed; Marine engineering; Arctic; Geology; Finite element method; Sea ice; Permafrost; Geotechnical engineering; Engineering; Oceanography; Structural engineering; Mechanical engineering","score_opus":0.0032457133682616437,"score_gpt":0.16384644210612587,"score_spread":0.1606007287378642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963989635","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":[0.9652995,0.0001048001,0.0028093604,0.0002625043,0.004271877,0.000076757584,0.0000065394,0.000863188,0.026305493],"genre_scores_gemma":[0.9991935,0.0000070929336,0.0003920336,0.000074643736,0.00009300535,0.0000029162143,0.000008164393,0.000016466587,0.00021219207],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958634,0.0000015531107,0.00007492823,0.00007147383,0.000084923915,0.00018075024],"domain_scores_gemma":[0.9997219,0.000025062318,0.0000043876375,0.00016973296,0.0000070544374,0.000071896604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000022649816,0.000082631006,0.000072199786,0.000015411926,0.000018678655,0.000015061057,0.00011630882,0.00005757864,0.00006819],"category_scores_gemma":[0.000019414134,0.00007622484,0.000018421277,0.000043903394,0.00000849245,0.000023007291,0.000010829507,0.00025552194,0.000009299551],"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":[0.0000052505616,0.000023756302,0.0016281389,0.00025511047,0.00028352268,0.00017627976,0.0001512118,0.42997724,0.18386494,0.080993086,0.29297778,0.009663709],"study_design_scores_gemma":[0.00014633848,0.00000845459,0.011039794,0.000006475712,0.000013724517,0.00004142631,0.0000069244757,0.03861002,0.0012525504,0.0011181786,0.9474558,0.00030030578],"about_ca_topic_score_codex":0.07788077,"about_ca_topic_score_gemma":0.39817566,"teacher_disagreement_score":0.654478,"about_ca_system_score_codex":0.000017657152,"about_ca_system_score_gemma":0.000021689913,"threshold_uncertainty_score":0.92825973},"labels":[],"label_agreement":null},{"id":"W1964289607","doi":"10.2118/87265-ms","title":"Surface Facilities Considerations for the Production of a Large Sour Gas Resource and the Injection of Sour and/or Acid Gas","year":2000,"lang":"en","type":"article","venue":"All Days","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Sour gas; Acid gas; Natural gas; Gas composition; Hydrogen sulfide; Producer gas; Methane; Environmental science; Waste management; Fuel gas; Natural gas field; Associated petroleum gas; Chemistry; Petroleum engineering; Sulfur; Engineering","score_opus":0.02317050009994815,"score_gpt":0.23457813226415977,"score_spread":0.21140763216421163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964289607","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":[0.99527776,0.0010727794,0.000026730237,0.0020652795,0.000048802205,0.00026989004,0.000037954018,0.000017452601,0.0011833236],"genre_scores_gemma":[0.9927814,0.0006402184,0.00019605325,0.00009759057,0.000058974416,0.000021457936,0.00000632659,0.000009509867,0.006188439],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994122,0.00007927016,0.00016662074,0.00013593324,0.00009042717,0.00011556366],"domain_scores_gemma":[0.99944615,0.0002865093,0.000057073317,0.00017858524,0.000014051774,0.000017631084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028834576,0.00008288195,0.00013333223,0.000013386163,0.00018808378,0.00001815329,0.000039300987,0.00003924356,0.00020250969],"category_scores_gemma":[0.0001252123,0.000047995352,0.00003600723,0.00003183867,0.00026385736,0.00007889288,0.000021387568,0.000052242267,0.0000035596481],"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":[0.012656705,0.0014778156,0.010195473,0.0013593612,0.0022927236,0.0000060460934,0.49464276,0.11761477,0.1359644,0.0902022,0.065085314,0.06850242],"study_design_scores_gemma":[0.007685115,0.00147384,0.0152665675,0.00016840732,0.0007550948,0.00027473838,0.10360905,0.008479326,0.15020756,0.04061266,0.6706868,0.0007808192],"about_ca_topic_score_codex":0.0010625522,"about_ca_topic_score_gemma":0.0016214984,"teacher_disagreement_score":0.6056015,"about_ca_system_score_codex":0.000008189547,"about_ca_system_score_gemma":0.000006058107,"threshold_uncertainty_score":0.22173391},"labels":[],"label_agreement":null},{"id":"W1964730042","doi":"10.2118/74453-ms","title":"Considerations Given to Land Rig Design for Versatility of Operations","year":2002,"lang":"en","type":"article","venue":"All Days","topic":"Engineering Structural Analysis Methods","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":"Computer science","score_opus":0.06487340346702943,"score_gpt":0.27932394905588986,"score_spread":0.21445054558886045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964730042","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04360905,0.0000988081,0.95493126,0.00036486797,0.00012582401,0.00026619094,0.000048969643,0.00011560345,0.0004394305],"genre_scores_gemma":[0.7218049,0.00000527768,0.27803713,0.00002896274,0.000024325287,0.000026060101,0.0000063051825,0.00000934089,0.000057675214],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956554,0.000027045571,0.00015486252,0.000088991044,0.000054999015,0.000108532375],"domain_scores_gemma":[0.9995188,0.00021745279,0.0000069858247,0.00016223217,0.000046768622,0.00004774359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013220306,0.00007550045,0.00013177493,0.000054055316,0.00003508931,0.00001520992,0.000054933364,0.00003251136,0.00020593803],"category_scores_gemma":[0.00018210342,0.00007269883,0.000043884844,0.00009178594,0.0000099066565,0.000059045364,0.00000821763,0.00004084375,0.000012745007],"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":[6.547461e-7,0.0000045917895,0.00005935897,0.000017659317,0.000071942006,3.332957e-7,0.0003486937,0.9773086,0.01656672,0.00058585743,0.0045334445,0.0005021998],"study_design_scores_gemma":[0.00018628585,0.0000367191,0.0016423801,0.0000075600733,0.00006158629,0.000001861475,0.000009304684,0.9714103,0.023269244,0.0007338285,0.002506249,0.00013471875],"about_ca_topic_score_codex":0.000022653912,"about_ca_topic_score_gemma":0.00004277745,"teacher_disagreement_score":0.6781959,"about_ca_system_score_codex":0.000023351633,"about_ca_system_score_gemma":0.0000029435996,"threshold_uncertainty_score":0.2964572},"labels":[],"label_agreement":null},{"id":"W1965455987","doi":"10.4043/19190-ms","title":"A CFD-Based Model to Locate Flow-Restriction Induced Hydrate Deposition in Pipelines","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Flow assurance; Computational fluid dynamics; Petroleum engineering; Clathrate hydrate; Pipeline transport; Mechanics; Hydrate; Natural gas; Deposition (geology); Fluid dynamics; Geology; Marine engineering; Environmental science; Mechanical engineering; Engineering; Chemistry; Physics","score_opus":0.04101671862602301,"score_gpt":0.24004337671508236,"score_spread":0.19902665808905934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965455987","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":[0.9841766,0.000018555109,0.010843833,0.00041725155,0.000100836936,0.00024313871,0.0000033984877,0.00004722266,0.00414917],"genre_scores_gemma":[0.9951382,0.00004166223,0.00355121,0.0009551329,0.000026293812,0.00003364385,0.000029095967,0.000016604356,0.00020810608],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892795,0.00005144091,0.00023243304,0.00030361753,0.00021005853,0.00027450474],"domain_scores_gemma":[0.99959606,0.000019098898,0.000048259375,0.00020009576,0.0000068850973,0.00012962289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013913323,0.0001379844,0.00012297221,0.00008196606,0.00009003618,0.000012049163,0.00013359978,0.00009779089,0.00012427245],"category_scores_gemma":[0.000013311495,0.00012223885,0.000035336972,0.0004299234,0.000029202116,0.00014578074,0.00005661144,0.00015144754,0.00070560805],"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":[0.000036224978,0.000089909176,0.001228669,0.0000027062038,0.0000039502925,0.000023644474,0.00040890617,0.9040214,0.09273928,0.0000083999485,0.0005206177,0.00091628975],"study_design_scores_gemma":[0.00047899943,0.000090535985,0.0041847844,0.000015393161,0.000010229267,0.000005882653,0.0000116421625,0.97961074,0.014875958,0.0003185384,0.00019183209,0.0002054552],"about_ca_topic_score_codex":0.0010937217,"about_ca_topic_score_gemma":0.0003433724,"teacher_disagreement_score":0.07786332,"about_ca_system_score_codex":0.00013112133,"about_ca_system_score_gemma":0.000016277862,"threshold_uncertainty_score":0.90694},"labels":[],"label_agreement":null},{"id":"W1965508156","doi":"10.2118/100353-ms","title":"Multiscale Pore-Structure Characterization by Combining Image Analysis and Mercury Porosimetry","year":2006,"lang":"en","type":"article","venue":"All Days","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":11,"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 Waterloo","funders":"","keywords":"Porosimetry; Fractal dimension; Materials science; Porosity; Fractal; Mineralogy; Mercury intrusion porosimetry; Scaling; Fractal analysis; Porous medium; Geology; Composite material; Mathematics; Geometry","score_opus":0.0032326724879709256,"score_gpt":0.19234119435263303,"score_spread":0.1891085218646621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965508156","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":[0.9585643,0.00022739501,0.0397933,0.00013634069,0.00006698232,0.00006534401,0.00014018844,0.00021198292,0.0007941785],"genre_scores_gemma":[0.9956346,0.00008647032,0.0004506245,0.00007463005,0.000043987377,0.000004002129,0.0034805357,0.000023420684,0.00020171102],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992765,0.000022834425,0.00021803395,0.00017743342,0.00014026942,0.00016489706],"domain_scores_gemma":[0.9996874,0.000014429931,0.000041580795,0.00016917956,0.00002324138,0.00006420351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053571617,0.00013967828,0.00021899599,0.00020405673,0.000056654368,0.00007592456,0.00007553459,0.00008828846,0.00012291958],"category_scores_gemma":[0.0000059335075,0.00013319035,0.00007447341,0.0005803324,0.000028497521,0.00022722734,0.000020116146,0.000105213156,0.000007687299],"study_design_candidate":"bench_or_experimental","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":[0.0000026306225,0.000023454004,0.013113266,0.00002222912,0.00053981954,0.00000800516,0.00024140654,0.0074878745,0.97615975,0.000037531045,0.0016674106,0.00069660414],"study_design_scores_gemma":[0.00055348786,0.00001591794,0.056714263,0.000008542643,0.000994299,0.0000043250907,0.000076870056,0.8552254,0.0786844,0.00011566398,0.007075162,0.00053167326],"about_ca_topic_score_codex":0.000106539344,"about_ca_topic_score_gemma":0.00009348282,"teacher_disagreement_score":0.89747536,"about_ca_system_score_codex":0.000018693398,"about_ca_system_score_gemma":0.0000024961857,"threshold_uncertainty_score":0.54313445},"labels":[],"label_agreement":null},{"id":"W1965987808","doi":"10.4043/20001-ms","title":"Parametric Study of Ice Class Ship Structure","year":2009,"lang":"en","type":"article","venue":"All Days","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Limit state design; Parametric statistics; Finite element method; Limit (mathematics); Structural engineering; Frame (networking); Range (aeronautics); Computer science; Submarine pipeline; Polar; Engineering; Mechanical engineering; Mathematics; Aerospace engineering; Geotechnical engineering; Physics; Mathematical analysis","score_opus":0.01707523070280099,"score_gpt":0.24698098435847574,"score_spread":0.22990575365567475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965987808","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":[0.99783164,0.00018833032,0.000045299214,0.00007924955,0.0001455638,0.000118689175,0.000009168551,0.000097553304,0.0014844912],"genre_scores_gemma":[0.9995995,0.00002281016,0.00021386037,0.00006794195,0.000047550966,0.000001096812,0.000007855427,0.0000072717994,0.00003208991],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9992451,0.0000307294,0.00023006562,0.00014784076,0.00018419659,0.00016203991],"domain_scores_gemma":[0.99946606,0.00010284682,0.000029338784,0.0003070566,0.00004348537,0.00005122384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007116775,0.00012483301,0.00023331078,0.00013810956,0.00002669555,0.000017770786,0.0002098892,0.00011365152,0.00012882189],"category_scores_gemma":[0.00008927309,0.00009960743,0.00007684246,0.00058274955,0.000020511154,0.00007537819,0.0000127633875,0.00027618764,0.000009190312],"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":[0.00007689208,0.0006676183,0.016436419,0.00023855845,0.0016126737,0.000042404845,0.0068821535,0.8890782,0.024888486,0.0036308847,0.0049475217,0.051498186],"study_design_scores_gemma":[0.002859142,0.0023236617,0.7083986,0.00007234564,0.0014540659,0.000026912956,0.0062238737,0.21335426,0.02893439,0.026657766,0.007956236,0.0017387421],"about_ca_topic_score_codex":0.00013225125,"about_ca_topic_score_gemma":0.00014074388,"teacher_disagreement_score":0.6919622,"about_ca_system_score_codex":0.000031722797,"about_ca_system_score_gemma":0.0000040006,"threshold_uncertainty_score":0.40618733},"labels":[],"label_agreement":null},{"id":"W1967395626","doi":"10.2118/99428-ms","title":"A New Approach to Hydraulic Fracturing Modeling—Fully Coupled with Geomechanical and Reservoir Simulation","year":2006,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":16,"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 Calgary","funders":"","keywords":"Geomechanics; Hydraulic fracturing; Poromechanics; Geology; Petroleum engineering; Fracture (geology); Fluid dynamics; Geotechnical engineering; Reservoir simulation; Permeability (electromagnetism); Porous medium; Mechanics; Porosity","score_opus":0.013776599660146972,"score_gpt":0.2227447902946537,"score_spread":0.20896819063450672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967395626","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3693056,0.00013960456,0.626287,0.00016616065,0.000024869772,0.00014055168,0.0000013956468,0.00024575103,0.0036890877],"genre_scores_gemma":[0.98957026,0.000013971838,0.009601377,0.00010722935,0.0002232016,0.000015273505,0.00003760388,0.000054407235,0.00037668497],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874395,0.000017204979,0.00024652574,0.00034623122,0.0002856802,0.00036039608],"domain_scores_gemma":[0.9993119,0.000056855217,0.000023948816,0.00035761014,0.00003383657,0.00021584457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015380672,0.00022284884,0.00026143368,0.00015258206,0.00008114649,0.00009453894,0.00016947425,0.00012554064,0.00002674975],"category_scores_gemma":[0.000021622522,0.00018438327,0.000054773,0.000236981,0.000009717762,0.00015303744,0.000055025394,0.00022986611,0.000038406528],"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":[0.000023200657,0.000020655665,0.00003460121,0.00003509446,0.0000706828,0.0000061054275,0.0001461441,0.9985114,0.00025893215,0.000023620043,0.0004894707,0.00038014812],"study_design_scores_gemma":[0.00039714412,0.000028175275,0.00021582613,0.000024740586,0.00006328856,0.0000061913456,0.000023075985,0.9951304,0.0002321208,0.00028811285,0.0033283615,0.00026253628],"about_ca_topic_score_codex":0.0014983516,"about_ca_topic_score_gemma":0.00020658672,"teacher_disagreement_score":0.62026465,"about_ca_system_score_codex":0.000056077213,"about_ca_system_score_gemma":0.00001717645,"threshold_uncertainty_score":0.75189316},"labels":[],"label_agreement":null},{"id":"W1967812968","doi":"10.2118/169572-ms","title":"Multi-stage Hydraulic Fracturing Design In Horizontal Wells With The Use Of Drill Cuttings","year":2014,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"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 Calgary","funders":"Alberta Innovates; University of Calgary","keywords":"Hydraulic fracturing; Drill cuttings; Geology; Stage (stratigraphy); Petrophysics; Geotechnical engineering; Petroleum engineering; Permeability (electromagnetism); Drill; Porosity; Drilling; Engineering","score_opus":0.033921788819225675,"score_gpt":0.22904561977385401,"score_spread":0.19512383095462835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967812968","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":[0.7789809,0.00014906857,0.21928598,0.00037466915,0.00007074892,0.00023461222,0.0000036896759,0.00017634028,0.0007239593],"genre_scores_gemma":[0.9927139,0.000044969485,0.006702233,0.0001808291,0.000051459607,0.000012087288,0.0000055031137,0.000043948978,0.00024501942],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989626,0.00008685545,0.00023471784,0.00019588941,0.00020124714,0.00031872778],"domain_scores_gemma":[0.9991196,0.0003200698,0.00006164218,0.00040862194,0.00002029255,0.00006976654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031246248,0.00019239959,0.00025940168,0.00011936462,0.00004702431,0.000044396867,0.00025478736,0.00008640744,0.000028802635],"category_scores_gemma":[0.000053828822,0.00012320571,0.00007724276,0.00019056219,0.000052448682,0.00017973964,0.00003756457,0.00029121892,0.000026395272],"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":[0.000010758939,0.00002593709,0.0009606909,0.000038206268,0.00009673179,0.000010694214,0.0008902787,0.993426,0.0029302598,0.0000032303024,0.0007375562,0.00086964935],"study_design_scores_gemma":[0.00062976376,0.0000794065,0.0074666445,0.00008261346,0.000064821994,0.0000044794156,0.000108414504,0.8627268,0.029898684,0.000005867759,0.09862799,0.00030448707],"about_ca_topic_score_codex":0.0009839439,"about_ca_topic_score_gemma":0.00039989574,"teacher_disagreement_score":0.21373303,"about_ca_system_score_codex":0.000038534807,"about_ca_system_score_gemma":0.000008257311,"threshold_uncertainty_score":0.5024183},"labels":[],"label_agreement":null},{"id":"W1967859147","doi":"10.2118/165409-ms","title":"Streamline Based Coupled Geomechanics and Reservoir Simulation for Hydromechanical Modelling of CO2 Storage in Saline Aquifers","year":2013,"lang":"en","type":"article","venue":"All Days","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":1,"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":"Universität Stuttgart","keywords":"Geomechanics; Fluid dynamics; Coupling (piping); Mechanics; Flow (mathematics); Geotechnical engineering; Geology; Aquifer; Petroleum engineering; Computer science; Engineering; Mechanical engineering; Physics","score_opus":0.0430202332178441,"score_gpt":0.27558662309477067,"score_spread":0.23256638987692657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967859147","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":[0.72548044,0.000004923206,0.27354953,0.00044882056,0.000034475794,0.00036024765,0.000010315543,0.000014427902,0.00009684469],"genre_scores_gemma":[0.9955112,0.000006051955,0.0041039977,0.00018120251,0.000010034224,0.000036486606,0.000054023625,0.0000061701367,0.00009088139],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993306,0.00002534735,0.0002311228,0.00017246354,0.00010898714,0.0001314863],"domain_scores_gemma":[0.99952173,0.00021522281,0.00007104496,0.00012479963,0.0000192029,0.000047989473],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020310473,0.00007423316,0.00010684251,0.00003624345,0.000033729888,0.000011376155,0.00006692757,0.00006249671,0.0010225126],"category_scores_gemma":[0.000070890266,0.00006970588,0.000026985252,0.000082736406,0.000023880984,0.0001620384,0.00003631422,0.00007096955,0.000018585046],"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":[0.000038841124,0.0000654745,0.0002033454,0.0000054120846,0.0000030262004,5.0053893e-7,0.000058456517,0.99270326,0.006410796,0.0003067982,0.000069376016,0.00013472638],"study_design_scores_gemma":[0.00063488726,0.00012420802,0.00033199755,0.000007611556,0.000006672878,4.4293685e-7,0.0000490061,0.9944749,0.00036534155,0.0035634614,0.00036931163,0.00007219907],"about_ca_topic_score_codex":0.0013556867,"about_ca_topic_score_gemma":0.00074643886,"teacher_disagreement_score":0.27003074,"about_ca_system_score_codex":0.000050372597,"about_ca_system_score_gemma":0.000007396341,"threshold_uncertainty_score":0.9998907},"labels":[],"label_agreement":null},{"id":"W1968071832","doi":"10.2118/92347-ms","title":"Hibernia Record Well Breaks Extended Reach Drilling and Completion Envelope","year":2005,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ExxonMobil (Canada)","funders":"Hibernia Management and Development Company","keywords":"Completion (oil and gas wells); Drilling; Geology; Envelope (radar); Computer science; Petroleum engineering; Engineering; Telecommunications; Mechanical engineering","score_opus":0.009456079711302646,"score_gpt":0.1955218448926648,"score_spread":0.18606576518136217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968071832","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":[0.7833526,0.0033036526,0.124931835,0.00045736498,0.0014234378,0.00034998433,0.000020400903,0.0026738907,0.08348684],"genre_scores_gemma":[0.9885107,0.0007189915,0.009930132,0.00008243893,0.00032162698,0.0000074337604,0.000032472723,0.000056464884,0.00033968905],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992019,0.0000097592565,0.00020508145,0.00019178292,0.000107742046,0.0002837682],"domain_scores_gemma":[0.99963605,0.000040771476,0.000018990757,0.00018673422,0.000016709791,0.00010075482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013794511,0.00017234922,0.00017167788,0.00007473343,0.00004819743,0.000042151172,0.000090429145,0.00008365416,0.000058552],"category_scores_gemma":[0.00000856083,0.00018610325,0.000034164696,0.00007496061,0.000015629534,0.00012752348,0.00002424516,0.00018313511,0.00019943553],"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":[0.000022842096,0.00006371045,0.0014951301,0.00026145874,0.00023295534,0.000026827362,0.0015067387,0.55195487,0.047645506,0.001595299,0.014673973,0.38052073],"study_design_scores_gemma":[0.0003394848,0.0000205611,0.0043159574,0.00005675296,0.000024149454,0.000027688555,0.000015425436,0.48747587,0.0020739639,0.00013674962,0.5051652,0.00034820742],"about_ca_topic_score_codex":0.000033303175,"about_ca_topic_score_gemma":0.00003205984,"teacher_disagreement_score":0.4904912,"about_ca_system_score_codex":0.000049872826,"about_ca_system_score_gemma":0.000003663421,"threshold_uncertainty_score":0.758907},"labels":[],"label_agreement":null},{"id":"W1968637635","doi":"10.2118/103068-ms","title":"New Technology Improves Economics in Canada's Extensive Alberta Oil-Sands Region","year":2006,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","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":"Steam-assisted gravity drainage; Abrasive; Drilling; Asphalt; Oil sands; Geology; Directional drilling; Petroleum engineering; Completion (oil and gas wells); Engineering; Geotechnical engineering; Mining engineering; Mechanical engineering; Materials science; Composite material","score_opus":0.0031190512735707505,"score_gpt":0.14479267819727837,"score_spread":0.1416736269237076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968637635","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":[0.97012216,0.0013468318,0.004454373,0.000769309,0.0010087229,0.0000734335,0.0000037332818,0.00031452358,0.021906903],"genre_scores_gemma":[0.9980205,0.00020667394,0.00068736257,0.00004635904,0.00010837744,0.0000054598136,0.000011462854,0.000035752793,0.0008780487],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993895,0.0000017491337,0.00016619847,0.00014054419,0.00002920647,0.00027277248],"domain_scores_gemma":[0.99971133,0.000027802786,0.000016096767,0.00019145859,0.000008597551,0.00004471219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000017239714,0.00012718503,0.00014837494,0.00010686945,0.0000115571065,0.000011266154,0.000113359965,0.00008153111,0.000004115222],"category_scores_gemma":[0.000008674868,0.00014524558,0.000019900679,0.00010760588,0.000006436908,0.000049525817,0.000017599476,0.00013313032,0.00000915763],"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":[0.000002898514,0.000004488356,0.0015594447,0.000033795794,0.000028903736,0.000043146745,0.000062657135,0.9320106,0.0017578129,0.0023306313,0.011077285,0.051088337],"study_design_scores_gemma":[0.0012417053,0.000037266484,0.0058574053,0.00012675054,0.000034502747,0.00009385539,0.00016235738,0.59076315,0.015773768,0.0028176801,0.38196346,0.0011280959],"about_ca_topic_score_codex":0.7302465,"about_ca_topic_score_gemma":0.88422143,"teacher_disagreement_score":0.37088618,"about_ca_system_score_codex":0.0002413742,"about_ca_system_score_gemma":0.0000902591,"threshold_uncertainty_score":0.5922943},"labels":[],"label_agreement":null},{"id":"W1969321603","doi":"10.2118/112626-ms","title":"Optimized Deepwater Cement Design for Record-Length Expandable Liner","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Casing; Cement; Slurry; Geotechnical engineering; Oil well; Petroleum engineering; Drilling; Canyon; Geology; Materials science; Engineering; Composite material; Mechanical engineering","score_opus":0.03958821000052872,"score_gpt":0.2147178530018,"score_spread":0.17512964300127126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969321603","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0118248435,0.00030429408,0.98448074,0.000030620107,0.00069556944,0.00028269348,0.000006300138,0.00054315134,0.0018318077],"genre_scores_gemma":[0.57410157,0.0011016453,0.42072436,0.00014443375,0.00048095427,0.00029094898,0.000063004845,0.00017308113,0.0029200185],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991984,0.000008335231,0.00019518974,0.00015755062,0.0000883537,0.00035220763],"domain_scores_gemma":[0.99960303,0.00007736362,0.000013543218,0.00019769734,0.000025568419,0.000082773935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013779213,0.00016538445,0.00018884994,0.00005657722,0.00005905837,0.000017694898,0.00011213311,0.00006815426,0.000068729474],"category_scores_gemma":[0.000015162081,0.0001532701,0.000070543254,0.00005371933,0.000010054348,0.000086361906,0.000014571026,0.00008639089,0.000073123396],"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":[0.000016856093,0.000013615034,0.00001108504,0.00003177822,0.000066664,0.0000060521743,0.00023215226,0.9811434,0.0015884095,0.000021512114,0.01539149,0.0014769809],"study_design_scores_gemma":[0.0009569672,0.000055471628,0.000010408259,0.000022411054,0.000024941442,0.000007882329,0.000009623968,0.849169,0.019697841,0.00006369043,0.12970433,0.0002774279],"about_ca_topic_score_codex":0.0000108287,"about_ca_topic_score_gemma":7.897951e-7,"teacher_disagreement_score":0.56375635,"about_ca_system_score_codex":0.000040817336,"about_ca_system_score_gemma":0.000008276094,"threshold_uncertainty_score":0.6250173},"labels":[],"label_agreement":null},{"id":"W1970768260","doi":"10.4043/20624-ms","title":"Fit-for-Service Assessment of Deepwater In-Service Low Toughness Mooring Shackles","year":2010,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Mooring; Shackle; Charpy impact test; Portfolio; Service (business); Engineering; Structural engineering; Computer science; Toughness; Marine engineering; Business; Finance; Materials science; Economy; Economics","score_opus":0.0157786248111247,"score_gpt":0.25095949909294823,"score_spread":0.23518087428182355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970768260","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":[0.9944264,0.000062255145,0.0024797597,0.0002051186,0.000617193,0.0001538025,0.000013961185,0.0005140925,0.001527388],"genre_scores_gemma":[0.9867922,0.000020659725,0.012950524,0.0000423818,0.00006141647,0.00006445341,0.000015305173,0.00003949406,0.000013587447],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992383,0.0000033416288,0.00021907117,0.00015551441,0.00010080932,0.00028296874],"domain_scores_gemma":[0.99946177,0.00007688412,0.000021857757,0.0003511677,0.000054622364,0.00003371437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012850636,0.00015915869,0.00020004481,0.0001184733,0.000016054526,0.00001950139,0.0003271813,0.00015253318,0.000016825588],"category_scores_gemma":[0.000019754503,0.0001558104,0.00003627564,0.00021313902,0.000011848596,0.0001144877,0.00007335735,0.00027894354,0.000009092878],"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":[0.0000122001975,0.0001567933,0.018404584,0.0027473553,0.00022174843,0.000018224386,0.0011517607,0.47719085,0.47107416,0.012259557,0.0005452074,0.016217547],"study_design_scores_gemma":[0.0014974179,0.000080185346,0.11645675,0.000337225,0.00006342901,0.000011728297,0.0003855563,0.61917865,0.24117264,0.0023651256,0.017334372,0.0011168881],"about_ca_topic_score_codex":0.00007392005,"about_ca_topic_score_gemma":0.0006250777,"teacher_disagreement_score":0.22990154,"about_ca_system_score_codex":0.000024600835,"about_ca_system_score_gemma":0.000010025091,"threshold_uncertainty_score":0.63537633},"labels":[],"label_agreement":null},{"id":"W1974414159","doi":"10.2118/67322-ms","title":"Problems in Hydrates: Mechanisms and Elimination Methods","year":2001,"lang":"en","type":"article","venue":"All Days","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Martec (Canada); Dalhousie University","funders":"","keywords":"Clathrate hydrate; Natural gas; Petroleum engineering; Flow assurance; Subsea; Hydrate; Pipeline transport; Submarine pipeline; Environmental science; Fossil fuel; Petroleum industry; Dew point; Waste management; Chemistry; Environmental engineering; Geology; Engineering; Thermodynamics; Marine engineering","score_opus":0.020185352970661728,"score_gpt":0.27611323450259656,"score_spread":0.25592788153193485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974414159","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":[0.82139885,0.0005977175,0.04267801,0.001538637,0.0002596046,0.0006670213,0.0000018340867,0.00008527376,0.13277304],"genre_scores_gemma":[0.9606671,0.000557985,0.03687184,0.00039802177,0.000011626559,0.000026733433,0.000008860335,0.000014591964,0.0014432617],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992396,0.00009811231,0.00014555141,0.00021970832,0.000103697465,0.00019328769],"domain_scores_gemma":[0.9997351,0.000045992765,0.000040267314,0.00011425108,0.0000022150634,0.00006213742],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005866883,0.00008737961,0.000092683185,0.00003425125,0.000036334004,0.00001783374,0.00008580904,0.000067266075,0.0009756357],"category_scores_gemma":[0.000017253598,0.00007104076,0.00001404267,0.00019373736,0.00003941796,0.00013820903,0.00008377658,0.000100757614,0.00015664153],"study_design_candidate":"bench_or_experimental","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":[0.000039187576,0.00045068114,0.021376295,0.00004456301,0.00006109447,0.00006755073,0.009614398,0.035825502,0.62295866,0.015253509,0.00082083815,0.29348773],"study_design_scores_gemma":[0.0031412686,0.0008184795,0.11633225,0.00011902464,0.00010827354,0.000150209,0.0009543514,0.20784156,0.025462266,0.5156283,0.12790501,0.001539049],"about_ca_topic_score_codex":0.0002715418,"about_ca_topic_score_gemma":0.00009492748,"teacher_disagreement_score":0.5974964,"about_ca_system_score_codex":0.00004199534,"about_ca_system_score_gemma":0.0000018521596,"threshold_uncertainty_score":0.9999376},"labels":[],"label_agreement":null},{"id":"W1975802426","doi":"10.2118/112679-ms","title":"Modeling of Three-Phase Flow in the Annuli During Directional UBD Operations","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":4,"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 Calgary","funders":"","keywords":"Underbalanced drilling; Wellbore; Petroleum engineering; Drilling; Flow (mathematics); Empirical modelling; Process (computing); Computer science; Drilling fluid; Engineering; Simulation; Mechanics; Mechanical engineering","score_opus":0.02207720665724043,"score_gpt":0.219922591580026,"score_spread":0.19784538492278558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975802426","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":[0.8602286,0.00032730892,0.13753869,0.00002846013,0.00017190397,0.00006900353,0.000009417783,0.000118709344,0.0015079452],"genre_scores_gemma":[0.9976985,0.000107360436,0.0020348213,0.000010456416,0.00008959603,0.000014624916,0.000012179743,0.00001705556,0.000015405123],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950194,0.0000069280627,0.00016302968,0.000080869555,0.00010741705,0.00013983356],"domain_scores_gemma":[0.99979895,0.000020574918,0.0000042094575,0.0001369861,0.000016454644,0.000022828339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008564845,0.00008217886,0.0000910041,0.000067754256,0.000059305836,0.000008875098,0.000100179444,0.000033806587,0.000012581991],"category_scores_gemma":[0.000013275351,0.00007129617,0.000035809666,0.00013153983,0.000011039669,0.000098174576,0.000009416225,0.00012753384,0.000007957302],"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":[0.0000016307077,0.000021552461,0.00010608079,0.000015046198,0.000014095189,0.000007306876,0.000742082,0.9956657,0.0031619116,0.00006591343,0.0000355253,0.00016312355],"study_design_scores_gemma":[0.00026825882,0.000007429118,0.00048520422,0.00001948845,0.000004930079,0.000021600543,0.00002387221,0.9977933,0.0011400547,0.000024154719,0.00013040019,0.000081269194],"about_ca_topic_score_codex":0.0000725288,"about_ca_topic_score_gemma":0.000103658036,"teacher_disagreement_score":0.13746993,"about_ca_system_score_codex":0.000019793446,"about_ca_system_score_gemma":0.0000073756046,"threshold_uncertainty_score":0.29073733},"labels":[],"label_agreement":null},{"id":"W1977363855","doi":"10.2118/100360-ms","title":"Simulation of Tectonic Deformation and Large-Area Casing Shear Mechanisms—Part A: Operations","year":2006,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":6,"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 Waterloo","funders":"","keywords":"Casing; Geology; Shearing (physics); Differential stress; Shear stress; Shear (geology); Slip (aerodynamics); Mechanics; Geotechnical engineering; Stress field; Slip line field; Deformation (meteorology); Structural engineering; Engineering; Finite element method; Petrology; Physics; Petroleum engineering","score_opus":0.00887425926558185,"score_gpt":0.2166965331763225,"score_spread":0.20782227391074065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977363855","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41401082,0.00026104535,0.5835579,0.00006818909,0.000066368484,0.00007911677,0.000013732661,0.00011946254,0.0018233886],"genre_scores_gemma":[0.9987562,0.000021898188,0.0010588098,0.000012557897,0.000028833492,0.0000034149825,0.000066008506,0.000010350793,0.00004192762],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956137,0.0000116772135,0.00016663964,0.00006840038,0.00007802567,0.00011386576],"domain_scores_gemma":[0.99979883,0.000029985342,0.000014939426,0.000106573425,0.000027074308,0.00002259872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000099752484,0.000067424655,0.000095723095,0.00007523827,0.00006642578,0.000023299084,0.000032988064,0.000050497056,0.00003116326],"category_scores_gemma":[0.000015934122,0.00006140514,0.000030317215,0.00009146947,0.0000074524482,0.00015186056,0.000011552585,0.000056598205,0.0000065712334],"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":[6.3969236e-7,0.000008136048,0.000041714404,0.000022275184,0.000021416665,4.650863e-7,0.00010863706,0.99760413,0.0017346815,0.00018020577,0.000049567465,0.00022813304],"study_design_scores_gemma":[0.00012708882,0.000008298845,0.0007678988,0.0000153668,0.000033773,0.0000015091771,0.00002919117,0.9934328,0.00381964,0.0002643428,0.0014297874,0.00007027032],"about_ca_topic_score_codex":0.0001641849,"about_ca_topic_score_gemma":0.00023730536,"teacher_disagreement_score":0.5847454,"about_ca_system_score_codex":0.000025827901,"about_ca_system_score_gemma":0.0000047307585,"threshold_uncertainty_score":0.2504029},"labels":[],"label_agreement":null},{"id":"W1980442229","doi":"10.2118/111950-ms","title":"E&amp;P Industry's Challenges with Managing Mitigation Guidelines for the Protection of Marine Life During Marine Seismic Operations","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":5,"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":"Sustainability; Scrutiny; Marine life; Business; Harm; Environmental planning; Recreation; Environmental resource management; Marine habitats; Resource (disambiguation); Marine ecosystem; Environmental protection; Marine conservation; Habitat; Natural resource economics; Environmental science; Fishery; Ecosystem; Ecology","score_opus":0.10699645650207124,"score_gpt":0.2818642596934172,"score_spread":0.17486780319134598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980442229","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":[0.97708577,0.0002065573,0.001700053,0.01367897,0.000047119076,0.001035306,0.000004578006,0.000048957765,0.006192684],"genre_scores_gemma":[0.9908727,0.0022523284,0.0046545435,0.00053062185,0.000117220996,0.00029703567,0.000012857837,0.00002062288,0.0012420762],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99912864,0.0000232179,0.00024257875,0.0002249395,0.00020822254,0.00017241578],"domain_scores_gemma":[0.99956375,0.000031474774,0.0000822649,0.00023287664,0.000053244137,0.000036382633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001802415,0.00012530884,0.00013336097,0.000020694617,0.00031228526,0.000009706877,0.00016046531,0.000051552364,0.0004172471],"category_scores_gemma":[0.00012580078,0.00008616079,0.000037222795,0.00013174636,0.000105903666,0.00015844281,0.0004054334,0.00013023765,0.000021597665],"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":[0.0005817587,0.00059830636,0.24363415,0.00093460694,0.0010184536,0.000019277875,0.0043339524,0.2850281,0.006603943,0.0019133105,0.013080483,0.44225365],"study_design_scores_gemma":[0.0008252395,0.00019712078,0.9271215,0.000042560107,0.0000853616,0.000048976905,0.00028680707,0.018302903,0.0008718091,0.00027886953,0.051655445,0.00028336004],"about_ca_topic_score_codex":0.0060014958,"about_ca_topic_score_gemma":0.010802272,"teacher_disagreement_score":0.6834874,"about_ca_system_score_codex":0.000057871668,"about_ca_system_score_gemma":0.000009653514,"threshold_uncertainty_score":0.90725064},"labels":[],"label_agreement":null},{"id":"W1981864559","doi":"10.2118/75676-ms","title":"Application of LogFAC* to Coalbed Methane Exploration in Western Canada: A Case History from Ardley Coals near Red Deer, Alberta","year":2002,"lang":"en","type":"article","venue":"All Days","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":6,"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":"Coalbed methane; Geology; Drilling; Coal; Petroleum engineering; Permeability (electromagnetism); Structural basin; Sedimentary rock; Methane; Hydrogeology; Mining engineering; Geochemistry; Coal mining; Geotechnical engineering; Geomorphology; Engineering","score_opus":0.036757210239969425,"score_gpt":0.20054742710121554,"score_spread":0.16379021686124612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981864559","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":[0.979037,0.0016487892,0.016022373,0.0005659812,0.00033843433,0.00061484944,0.000033420933,0.000071325754,0.0016678587],"genre_scores_gemma":[0.9991561,0.00004815761,0.0002210402,0.00015834084,0.000027446958,0.00005335451,0.00008011166,0.00002246863,0.00023295081],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993059,0.000027665203,0.0002624367,0.00015450585,0.00011434446,0.0001351251],"domain_scores_gemma":[0.9995708,0.000052657204,0.00003890494,0.00023821935,0.000033295957,0.000066120076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057971705,0.000103156315,0.00016221942,0.00004419163,0.00001265572,0.0000067931455,0.000079742786,0.000056263554,0.00010001296],"category_scores_gemma":[0.00003861031,0.00011195416,0.000017435425,0.00009237932,0.000009941457,0.000121134726,0.000021163636,0.00006142749,0.000022549604],"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":[0.00018897366,0.00028469786,0.012155901,0.00034883595,0.00024013457,0.00027889464,0.028869113,0.69223714,0.103611335,0.00024825922,0.097768515,0.06376822],"study_design_scores_gemma":[0.0007606256,0.00006309238,0.001999252,0.00004876722,0.000045794346,0.00001673956,0.00021925599,0.7317448,0.006896964,0.00005147161,0.25776553,0.00038771244],"about_ca_topic_score_codex":0.68136644,"about_ca_topic_score_gemma":0.9256467,"teacher_disagreement_score":0.24428028,"about_ca_system_score_codex":0.00034177894,"about_ca_system_score_gemma":0.000026096171,"threshold_uncertainty_score":0.45653582},"labels":[],"label_agreement":null},{"id":"W1982508288","doi":"10.4043/22004-ms","title":"Advancement of CEL Procedures to Analyze Large Deformation","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Context (archaeology); Pipeline (software); Submarine pipeline; Geotechnical engineering; Pipeline transport; Geology; Keel; Seabed; Deformation (meteorology); Engineering; Marine engineering; Structural engineering; Mechanical engineering","score_opus":0.009791217617755268,"score_gpt":0.20839295617643858,"score_spread":0.1986017385586833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982508288","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38293645,0.0005147854,0.59444714,0.00007605266,0.00040257318,0.00032599995,0.000024013869,0.0007066242,0.020566367],"genre_scores_gemma":[0.99506634,0.00003761905,0.0047711246,0.000038282364,0.000014801212,0.000011808521,0.000007443222,0.000010818344,0.00004177677],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995403,0.0000026679816,0.0001574801,0.00006239737,0.00008490448,0.0001522446],"domain_scores_gemma":[0.9997824,0.000007552693,0.00001485083,0.00012613383,0.0000185148,0.000050587547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054635562,0.00007895955,0.00011151231,0.000058927362,0.000011992678,0.0000041526396,0.00008784384,0.000037370166,0.00004134668],"category_scores_gemma":[0.000026765249,0.000068105146,0.000034006433,0.000088277506,0.0000042444376,0.000063654035,0.00001710056,0.000050274215,0.00001150885],"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":[0.000035565365,0.00015163996,0.0004609782,0.0010694511,0.00035954584,0.000005866192,0.005335856,0.8190334,0.05626185,0.09823214,0.004068927,0.014984787],"study_design_scores_gemma":[0.0023848254,0.0010915196,0.15455732,0.0005173912,0.00034092256,0.000042151034,0.001099913,0.24022777,0.30710134,0.020777144,0.26921424,0.002645451],"about_ca_topic_score_codex":0.000010834497,"about_ca_topic_score_gemma":0.00002335222,"teacher_disagreement_score":0.61212987,"about_ca_system_score_codex":0.000017479277,"about_ca_system_score_gemma":0.000004079842,"threshold_uncertainty_score":0.2777247},"labels":[],"label_agreement":null},{"id":"W1982933957","doi":"10.2118/105033-ms","title":"Research And Field Application Of Water Coning Control With Production Balanced Method In Bottom-Water Reservoir","year":2007,"lang":"en","type":"article","venue":"All Days","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro Geotech (Canada)","funders":"","keywords":"Petroleum engineering; Productivity; Drawdown (hydrology); Water cut; Bottom water; Oil field; Production (economics); Environmental science; Oil production; Reservoir engineering; Enhanced oil recovery; Production rate; Oil well; Petroleum; Environmental engineering; Geology; Groundwater; Engineering; Aquifer; Process engineering; Geotechnical engineering","score_opus":0.024780459595186335,"score_gpt":0.33350884837919514,"score_spread":0.3087283887840088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982933957","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":[0.64474076,0.00004000898,0.35443088,0.0001469503,0.000035406883,0.00018204948,4.3293696e-7,0.000046074554,0.00037745503],"genre_scores_gemma":[0.9627775,0.000011127284,0.037026946,0.000010261128,0.000053085714,0.000029069532,0.0000082737515,0.000019076917,0.00006467858],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990844,0.0000683284,0.00021273625,0.00016923845,0.0001745392,0.00029075396],"domain_scores_gemma":[0.9993715,0.00026613002,0.00001018407,0.0002204557,0.000088733665,0.00004297522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023139492,0.000083649305,0.00015105406,0.00019080007,0.00002583888,0.000013937966,0.000075500975,0.00008265651,0.000007241834],"category_scores_gemma":[0.00004559595,0.000056633853,0.000011177721,0.00014048003,0.000021335636,0.00010368585,0.000017336393,0.00026869925,0.0000028672634],"study_design_candidate":"bench_or_experimental","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":[0.00010882141,0.000011510179,0.0065834397,0.000102280814,0.000023196739,0.0000024890687,0.0006640548,0.6912272,0.2995909,0.0001350737,0.000036416648,0.0015146579],"study_design_scores_gemma":[0.0009134055,0.00010533647,0.0054117357,0.000040049406,0.000006530481,0.0000051191523,0.0001343093,0.2920622,0.6989767,0.00061081414,0.0015986835,0.00013512973],"about_ca_topic_score_codex":0.00008113211,"about_ca_topic_score_gemma":0.00003742942,"teacher_disagreement_score":0.3993858,"about_ca_system_score_codex":0.000028196924,"about_ca_system_score_gemma":0.0000030097567,"threshold_uncertainty_score":0.23094614},"labels":[],"label_agreement":null},{"id":"W1983742797","doi":"10.2118/151334-ms","title":"Integrated Pressure Management Processes for Reducing the Risk Associated with Well Instability Issues: Implications for HPHT Wells","year":2012,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","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":"Petro-Canada; Suncor Energy (Canada)","funders":"Suncor Energy Incorporated","keywords":"Drilling; Petroleum engineering; Drill; Wellbore; Process (computing); Work (physics); Drill pipe; Well control; Drilling fluid; Reliability engineering; Engineering; Computer science; Mechanical engineering","score_opus":0.015213602133382917,"score_gpt":0.23344587298085104,"score_spread":0.21823227084746813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983742797","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.111483455,0.010493828,0.8577244,0.0011004295,0.0010339518,0.0056907455,0.0010559151,0.0023436435,0.009073618],"genre_scores_gemma":[0.99400955,0.00032015174,0.004276738,0.000027192982,0.00011610459,0.0006243247,0.00014104198,0.00006394857,0.0004209258],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.999157,0.00001544076,0.00019307053,0.00017671514,0.00006565529,0.00039210106],"domain_scores_gemma":[0.9991845,0.00027084965,0.00005156478,0.00032428344,0.00010449214,0.00006430472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040976756,0.00018066059,0.00015992344,0.000037926508,0.0001386412,0.000044847406,0.00019644563,0.000067641166,0.0000069004823],"category_scores_gemma":[0.00013386465,0.00012696505,0.00004933133,0.00022046609,0.00002285718,0.00015453807,0.000018718903,0.0001260265,0.0000052672963],"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":[0.00003266341,0.00019079658,0.0068930476,0.0015069512,0.0014528264,1.1931206e-7,0.0018782344,0.9605344,0.0003811992,0.0018408187,0.018663589,0.0066253366],"study_design_scores_gemma":[0.0008540801,0.00010793673,0.019385096,0.00033199787,0.0009976672,0.0000020748394,0.00040795197,0.17334667,0.004883979,0.0010958968,0.797893,0.0006936865],"about_ca_topic_score_codex":0.000034459063,"about_ca_topic_score_gemma":0.000024138992,"teacher_disagreement_score":0.8825261,"about_ca_system_score_codex":0.000051955463,"about_ca_system_score_gemma":0.0000112357575,"threshold_uncertainty_score":0.5177485},"labels":[],"label_agreement":null},{"id":"W1984745671","doi":"10.2118/99387-ms","title":"The Study and Field Applications of Hydraulic Fracturing Technology in Clay-Carbonate Reservoirs with High Temperature, Deep Well Depth, and Densely Distributed Natural Fractures","year":2006,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Hydraulic fracturing; Geology; Petroleum engineering; Porosity; Carbonate; Illite; Fracturing fluid; Saturation (graph theory); Permeability (electromagnetism); Geotechnical engineering; Clay minerals; Mineralogy; Materials science","score_opus":0.0025824763889198063,"score_gpt":0.20212704558846722,"score_spread":0.1995445691995474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984745671","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":[0.9942884,0.0037178497,0.00040474217,0.00072426,0.00002947451,0.00034798888,0.0000050514955,0.000111779955,0.00037047092],"genre_scores_gemma":[0.9993704,0.00024338924,0.00014374725,0.000037034,0.000036196234,0.00008545971,0.000026256756,0.000024526444,0.000033003947],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9989605,0.000035115787,0.00028274453,0.00026410274,0.00017022542,0.0002873156],"domain_scores_gemma":[0.999213,0.00026103194,0.000061157894,0.0003810293,0.000039080416,0.000044727374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013406064,0.00020470296,0.00026450344,0.00019596555,0.00014069404,0.00005960273,0.0002313998,0.00016538268,0.00000300624],"category_scores_gemma":[0.000026610734,0.00013414441,0.000028825447,0.00042458982,0.00010237721,0.00007579643,0.000073360236,0.0005391431,9.903886e-7],"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":[0.00026966786,0.00048344157,0.20464148,0.00032600464,0.0014170111,0.0002140109,0.0011454166,0.7697803,0.008438164,0.0005105612,0.0010934202,0.011680537],"study_design_scores_gemma":[0.0046288907,0.0005862861,0.79423004,0.0002050299,0.00063080224,0.0001117788,0.002851164,0.062892444,0.106667034,0.00972301,0.015817534,0.0016559621],"about_ca_topic_score_codex":0.0012864337,"about_ca_topic_score_gemma":0.0070215203,"teacher_disagreement_score":0.70688784,"about_ca_system_score_codex":0.000025196769,"about_ca_system_score_gemma":0.000007910337,"threshold_uncertainty_score":0.547025},"labels":[],"label_agreement":null},{"id":"W1984839361","doi":"10.2118/62884-ms","title":"Natural Gas: The Revolution Is Coming","year":2000,"lang":"en","type":"article","venue":"All Days","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":7,"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; Liquefied natural gas; Per capita; Gas consumption; Economic shortage; Population; Consumption (sociology); Fossil fuel; Economy; Market share; Market research; Business; European union; Commerce; Economics; Engineering; International trade; Finance; Waste management; Government (linguistics); Environmental economics","score_opus":0.013294239568615472,"score_gpt":0.26814887198628357,"score_spread":0.2548546324176681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984839361","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":[0.780375,0.000954067,0.000009755698,0.009219468,0.00012897569,0.00011638744,0.000003077502,0.000085917956,0.20910732],"genre_scores_gemma":[0.9821104,0.00010206572,0.000052715368,0.0015942028,0.000095943025,0.000010751908,0.0000123357595,0.000007723207,0.016013904],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907714,0.00011575989,0.000115041454,0.0001658107,0.00019987686,0.00032636183],"domain_scores_gemma":[0.999463,0.00007713824,0.000012691645,0.000341275,0.000057594178,0.000048265283],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023974392,0.00008009701,0.00007881958,0.000017231732,0.00018937394,0.000033687273,0.0002536436,0.000059349462,0.001971507],"category_scores_gemma":[0.00008208569,0.000054182667,0.0000661171,0.00015366418,0.00009095621,0.00009611467,0.000043825763,0.00020103068,0.00043163006],"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":[0.00029579116,0.00014604209,0.0009187211,0.000047726655,0.00015552604,0.000051953943,0.002529324,0.006663027,0.0006811915,0.39147744,0.0726927,0.52434057],"study_design_scores_gemma":[0.00022323098,0.000028632909,0.0024530974,0.000007119449,0.000009154112,0.000011576533,0.00027668188,0.0055306507,0.00028307454,0.04152993,0.9495393,0.000107551066],"about_ca_topic_score_codex":0.0043371352,"about_ca_topic_score_gemma":0.00042995164,"teacher_disagreement_score":0.8768466,"about_ca_system_score_codex":0.0000907086,"about_ca_system_score_gemma":0.000034299854,"threshold_uncertainty_score":0.9989408},"labels":[],"label_agreement":null},{"id":"W1986811279","doi":"10.2118/135994-ms","title":"A Saskatchewan Field Trial to Better Understand Downhole Dynamics of PCP Systems","year":2010,"lang":"en","type":"article","venue":"All Days","topic":"Oil and Gas Production Techniques","field":"Engineering","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":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Stator; Torsion (gastropod); Rotor (electric); Field (mathematics); String (physics); Interference (communication); Computer science; Engineering; Mechanical engineering; Marine engineering; Control theory (sociology); Physics; Telecommunications; Mathematics","score_opus":0.009288169873101356,"score_gpt":0.22247540815183245,"score_spread":0.2131872382787311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986811279","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":[0.9730201,0.00003517597,0.013877767,0.0015355583,0.0026281625,0.00039445175,0.000026649494,0.0004528405,0.0080293],"genre_scores_gemma":[0.99768746,0.0000042344905,0.0015817714,0.00011775269,0.0002651476,0.000016318521,0.000007769363,0.000015849599,0.0003037083],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951524,0.000007201191,0.00016109829,0.00010531385,0.00008959207,0.0001215621],"domain_scores_gemma":[0.99964195,0.000025024157,0.000018835943,0.00024381063,0.000022892988,0.000047483703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113871625,0.000079515565,0.00012447764,0.0000559709,0.000014571917,0.000019469688,0.00010371599,0.00009176842,0.000038165486],"category_scores_gemma":[0.000016341337,0.000075157164,0.000030271425,0.00006804075,0.000012135992,0.000052939977,0.000018914845,0.00015731725,0.000013704085],"study_design_candidate":"bench_or_experimental","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":[0.0038652394,0.00044913497,0.00092635356,0.0013266647,0.00076534506,0.00003232966,0.012687549,0.0052228724,0.28295863,0.010735214,0.47783375,0.20319693],"study_design_scores_gemma":[0.017704025,0.003299792,0.00029959556,0.0002243148,0.00017766414,0.000056089957,0.004725518,0.016314063,0.72133404,0.013353426,0.22045587,0.0020555716],"about_ca_topic_score_codex":0.00021078202,"about_ca_topic_score_gemma":0.00064602087,"teacher_disagreement_score":0.43837544,"about_ca_system_score_codex":0.000020482823,"about_ca_system_score_gemma":0.000009300922,"threshold_uncertainty_score":0.30648202},"labels":[],"label_agreement":null},{"id":"W1988746002","doi":"10.2523/iptc-12865-ms","title":"Real-time Downhole Monitoring and Logging Reduced Mud Loss Drastically for High-Pressure Gas Wells in Tarim Basin, China","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"PetroChina Company Limited","keywords":"Geology; Mud logging; Drilling; Petroleum engineering; Casing; Tarim basin; Window (computing); Well logging; Natural gas field; Drilling fluid; Well control; Measurement while drilling; Sichuan basin; Mining engineering; Geotechnical engineering; Petrology; Natural gas; Engineering; Geochemistry","score_opus":0.007281082308475989,"score_gpt":0.20169067642540017,"score_spread":0.19440959411692418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988746002","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":[0.988323,0.00038284244,0.008030981,0.00010928402,0.00060884445,0.00023950225,0.000022687902,0.0005084407,0.0017744682],"genre_scores_gemma":[0.9902918,0.00057921716,0.008477921,0.000008538496,0.00031799354,0.00002431635,0.00002020362,0.0000806547,0.0001993838],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988236,0.0000129153395,0.00026867367,0.00028297643,0.00012914545,0.00048267894],"domain_scores_gemma":[0.99946,0.00013070776,0.000023312658,0.00023763551,0.000019324518,0.00012906054],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016573776,0.00024061304,0.00030277003,0.00012133425,0.0000759146,0.000035529927,0.00014587677,0.00013092742,0.000014683556],"category_scores_gemma":[0.00004961892,0.00026279097,0.000039021754,0.00010912281,0.00003595332,0.0001506726,0.0000411396,0.00022350329,0.000021242851],"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":[0.000028675619,0.00003831299,0.001711169,0.00032053172,0.0001225475,0.00010030016,0.0010374597,0.8475234,0.14595339,0.0002774078,0.0015742341,0.0013125614],"study_design_scores_gemma":[0.0028839554,0.00019842634,0.059784543,0.0007017973,0.00017716395,0.00013845642,0.000051438932,0.8169422,0.103514686,0.0012225856,0.0126982955,0.0016864289],"about_ca_topic_score_codex":0.00024145587,"about_ca_topic_score_gemma":0.000001574801,"teacher_disagreement_score":0.05807337,"about_ca_system_score_codex":0.00004458956,"about_ca_system_score_gemma":0.000012834019,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W1991686978","doi":"10.4043/13298-ms","title":"Introduction to PMI","year":2001,"lang":"en","type":"article","venue":"All Days","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":3,"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":"Project management; Certification; Work (physics); Political science; Program management; Project manager; Public relations; Library science; Management; Business; Engineering; Computer science; Law","score_opus":0.09065739607394704,"score_gpt":0.37076525596363125,"score_spread":0.28010785988968423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991686978","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":[0.7458932,0.000031093372,0.012652362,0.05531609,0.0035300467,0.0002662683,0.0000020410725,0.00013420542,0.18217474],"genre_scores_gemma":[0.93482995,0.000037662856,0.0013534836,0.0018706585,0.0016520488,0.000011968391,0.000003679414,0.0000058921287,0.060234673],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884146,0.000029630439,0.00022275448,0.00028074815,0.0004786798,0.00014672091],"domain_scores_gemma":[0.99933505,0.00005666293,0.00004909766,0.0004056188,0.00009517324,0.00005841196],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008876735,0.00005935354,0.000079889694,0.00024679178,0.00007925777,0.00014829807,0.0003026745,0.000020221933,0.00559683],"category_scores_gemma":[0.0003174859,0.00004630686,0.00003413034,0.0008033976,0.000020734957,0.00033792492,0.0000929384,0.00005080329,0.008202515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026693302,0.000011726864,0.012489548,6.006783e-7,0.0000073776587,0.0000023878722,0.00026626885,0.00013506136,0.00043883998,0.0070895636,0.53673846,0.44279346],"study_design_scores_gemma":[0.000077931465,0.000027279371,0.013686924,7.6619324e-7,0.0000030669655,0.000011366308,0.00012667799,0.0003624414,0.0001349173,0.0031000793,0.98240286,0.00006566982],"about_ca_topic_score_codex":0.000019350007,"about_ca_topic_score_gemma":0.00005118887,"teacher_disagreement_score":0.4456644,"about_ca_system_score_codex":0.000014389844,"about_ca_system_score_gemma":0.000009255719,"threshold_uncertainty_score":0.9953122},"labels":[],"label_agreement":null},{"id":"W1993411808","doi":"10.2118/124690-ms","title":"Numerical Simulation of Seismicity Induced by Hydraulic Fracturing in Naturally Fractured Reservoirs","year":2009,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":36,"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 Toronto","funders":"","keywords":"Geology; Hydraulic fracturing; Induced seismicity; Geotechnical engineering; Slippage; Geomechanics; Shear (geology); Fluid dynamics; Fracture (geology); Mechanics; Petrology; Seismology; Engineering; Structural engineering","score_opus":0.010339553141613255,"score_gpt":0.2476142365727364,"score_spread":0.23727468343112315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993411808","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":[0.9882084,0.000589481,0.0075901127,0.0008715696,0.000099909674,0.0001414419,0.0000053246436,0.00020878129,0.0022849531],"genre_scores_gemma":[0.99897724,0.000042155225,0.00018911807,0.0006171151,0.000064778505,0.0000034034078,0.00005024692,0.000026916912,0.000029016463],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998542,0.000055298995,0.00044981577,0.0002592465,0.00032380698,0.0003698406],"domain_scores_gemma":[0.9992671,0.00014303514,0.000079036545,0.00036344805,0.000035792793,0.00011157969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018360172,0.00023118265,0.0003817239,0.00021069827,0.000037317568,0.000026741041,0.00029131977,0.0002549971,0.00003812805],"category_scores_gemma":[0.00010852864,0.00021254778,0.00012500185,0.00039010367,0.000015228786,0.00024063008,0.000021635444,0.0005743977,0.000015230409],"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":[0.000017688933,0.00005252461,0.00019483788,0.000024980349,0.000052074905,0.000008117589,0.00046664805,0.9866914,0.0091498075,0.0000011785462,0.0007462241,0.0025944868],"study_design_scores_gemma":[0.0004892172,0.000059415564,0.022507066,0.000057271456,0.000029125596,0.0000011619239,0.000022745871,0.9277668,0.03950806,0.00029558357,0.00893298,0.00033057312],"about_ca_topic_score_codex":0.0005421621,"about_ca_topic_score_gemma":0.000019241343,"teacher_disagreement_score":0.058924634,"about_ca_system_score_codex":0.00010082167,"about_ca_system_score_gemma":0.0000124318885,"threshold_uncertainty_score":0.8667447},"labels":[],"label_agreement":null},{"id":"W1995149126","doi":"10.2118/105051-ms","title":"Step Change in Remote Exploration","year":2007,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Drilling; Casing; Electromagnetic coil; Petroleum engineering; Marine engineering; Drill; Engineering; Measurement while drilling; Drilling fluid; Mechanical engineering; Electrical engineering","score_opus":0.03505469539689949,"score_gpt":0.24139737851472176,"score_spread":0.20634268311782228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995149126","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22430615,0.0010538751,0.743661,0.00010448919,0.0014040555,0.00023542014,0.000002419289,0.0009937342,0.02823885],"genre_scores_gemma":[0.9972779,0.00013573964,0.0022974636,0.00004458608,0.00017452876,0.0000023601901,0.0000092101145,0.000022493416,0.00003567799],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958795,0.0000024160645,0.000104335224,0.000067492736,0.000058423466,0.00017940071],"domain_scores_gemma":[0.9998392,0.000016675758,0.0000056154254,0.000098430166,0.000005271515,0.000034824374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016548681,0.00006612875,0.00006109289,0.000082848375,0.0000071514505,0.000008724584,0.000046342222,0.000043625354,0.000007866028],"category_scores_gemma":[0.000006178086,0.00007380295,0.000014033027,0.000109361674,0.0000028187428,0.00014241289,0.000006662384,0.000083084764,0.000066027336],"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":[0.000010402581,0.000024109302,0.00093870546,0.00015890636,0.000036699294,0.000108301654,0.005263923,0.44104096,0.010879074,0.0015973414,0.0011811658,0.5387604],"study_design_scores_gemma":[0.00024775977,0.000015110219,0.0040581375,0.0000625384,0.0000042539436,0.0000028866084,0.00005290194,0.9435644,0.004533257,0.00015373841,0.047088534,0.00021646784],"about_ca_topic_score_codex":0.0000736499,"about_ca_topic_score_gemma":0.0001829696,"teacher_disagreement_score":0.7729718,"about_ca_system_score_codex":0.000033838034,"about_ca_system_score_gemma":9.833941e-7,"threshold_uncertainty_score":0.30095968},"labels":[],"label_agreement":null},{"id":"W2002750476","doi":"10.2118/112776-ms","title":"Novel Stabilizers for Casing Drilling Simplify BHA, Handling, and Cost","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Casing; Drilling; Abrasive; Abrasion (mechanical); Materials science; Mechanical engineering; Drill pipe; Drilling fluid; Petroleum engineering; Composite material; Engineering; Metallurgy","score_opus":0.03411516819348036,"score_gpt":0.22642174499872458,"score_spread":0.1923065768052442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002750476","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31973827,0.0010122425,0.6765181,0.000028938157,0.000573524,0.00029825213,0.0000327477,0.0005323703,0.0012656008],"genre_scores_gemma":[0.98740107,0.00032785657,0.011874716,0.00004640773,0.00016911271,0.000025624482,0.000021352258,0.00007157659,0.00006226031],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991785,0.0000028738982,0.00018603074,0.00019027531,0.00008751149,0.00035475448],"domain_scores_gemma":[0.9995393,0.00014511509,0.00001793799,0.00015697155,0.000027186661,0.00011348983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011541841,0.00017398852,0.0001865321,0.0000665646,0.000120735094,0.000032087682,0.000076106626,0.00008298819,0.0000049745363],"category_scores_gemma":[0.000047417852,0.00018833739,0.00005162847,0.00007305895,0.000032549873,0.00010157694,0.000017715869,0.00012708874,0.0000059914482],"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":[0.000007395833,0.000014426393,0.0005351288,0.00016315457,0.000080389254,0.000011375405,0.0011791796,0.96449244,0.028551633,0.00025176967,0.00079967926,0.0039134417],"study_design_scores_gemma":[0.0008794153,0.00003170576,0.00023948202,0.000073043644,0.00003423513,0.00011005312,0.00007917084,0.9290804,0.00786636,0.00006245665,0.061125137,0.00041851713],"about_ca_topic_score_codex":0.000027956143,"about_ca_topic_score_gemma":0.000013490958,"teacher_disagreement_score":0.6676628,"about_ca_system_score_codex":0.000043735425,"about_ca_system_score_gemma":0.000010041027,"threshold_uncertainty_score":0.7680176},"labels":[],"label_agreement":null},{"id":"W2004814680","doi":"10.2118/100226-ms","title":"Modeling of Stress-Dependent Hydraulic Fracturing in a Dynamic Flow Simulation","year":2006,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Hydraulic fracturing; Permeability (electromagnetism); Petroleum engineering; Reservoir simulation; Tight gas; Flexibility (engineering); Geology; Fracture (geology); Computer simulation; Flow (mathematics); Computer science; Geotechnical engineering; Mechanics; Simulation","score_opus":0.007357561319466946,"score_gpt":0.2254240462843723,"score_spread":0.21806648496490535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004814680","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":[0.8614589,0.00053418014,0.13543442,0.000029785731,0.000070618575,0.000076533586,0.000008792241,0.00012747568,0.0022593164],"genre_scores_gemma":[0.99923444,0.000045563596,0.00053488073,0.000010099451,0.000047070607,0.0000058279425,0.000050958195,0.000029104453,0.00004203144],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904394,0.00001815504,0.00033879606,0.00016210493,0.00020313187,0.00023385366],"domain_scores_gemma":[0.99963784,0.000045716602,0.000028123068,0.00023444879,0.00001930085,0.000034588254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109593675,0.00013742628,0.00020785606,0.00020798159,0.000021672819,0.000017701883,0.00013094515,0.000095546224,0.000030515292],"category_scores_gemma":[0.000013313515,0.00013515243,0.00007942412,0.00014330895,0.000008804117,0.000123082,0.00002565676,0.00017907053,0.000013181337],"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":[0.0000032146575,0.000028494953,0.00045202894,0.00005974554,0.00003309268,0.000009431851,0.00014552005,0.9977579,0.0006075146,0.00000154171,0.0000049202345,0.0008965552],"study_design_scores_gemma":[0.00022905326,0.000005489806,0.0013310715,0.000056248417,0.00002371236,6.0595215e-7,0.000026930158,0.9964175,0.0015005285,0.00020882096,0.000060852468,0.00013914588],"about_ca_topic_score_codex":0.0012836742,"about_ca_topic_score_gemma":0.0015254513,"teacher_disagreement_score":0.13777559,"about_ca_system_score_codex":0.000084544685,"about_ca_system_score_gemma":0.000006553066,"threshold_uncertainty_score":0.5511356},"labels":[],"label_agreement":null},{"id":"W2007046414","doi":"10.2118/151431-ms","title":"High-Angle Gyro-While-Drilling Technology Delivers An Economical Solution To Accurate Wellbore Placement And Collision Avoidance In High-Density Multilateral Pad Drilling In The Canadian Oil Sands","year":2012,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cenovus Energy (Canada)","funders":"Cenovus Energy","keywords":"Drilling; Measurement while drilling; Directional drilling; Wireline; Petroleum engineering; Drill; Infill; Completion (oil and gas wells); Marine engineering; Engineering; Geology; Mechanical engineering; Civil engineering","score_opus":0.012544941913917328,"score_gpt":0.20658736249440748,"score_spread":0.19404242058049015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007046414","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":[0.9966517,0.00022814448,0.002036034,0.00024094408,0.00047618817,0.00014075816,0.00001575726,0.00011768874,0.00009278867],"genre_scores_gemma":[0.99696904,0.00016018307,0.0025384924,0.0001060273,0.000121146426,0.000025344132,0.00003794977,0.00003233505,0.000009499215],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870145,0.000027477063,0.0002785464,0.00025163207,0.00009268344,0.00064818916],"domain_scores_gemma":[0.9994623,0.000055871886,0.000026491021,0.00023661024,0.000018119406,0.00020060064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044385387,0.00021344118,0.00022862206,0.0003453073,0.00012133458,0.000063748645,0.00018333893,0.00019946526,0.0000052082405],"category_scores_gemma":[0.000021284528,0.00020455549,0.000021832906,0.00023659471,0.000028098948,0.00025805793,0.00004137402,0.000337911,0.000020525717],"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":[0.000013901785,0.000017486876,0.00788066,0.000021485159,0.000013823225,0.000011605624,0.0016938107,0.9851822,0.0021422906,0.0004521399,0.00005779046,0.0025127544],"study_design_scores_gemma":[0.0011290917,0.000077682176,0.025308441,0.00016769825,0.000024216388,0.000016359674,0.00046971862,0.9613694,0.006258944,0.000085685286,0.004454733,0.0006380329],"about_ca_topic_score_codex":0.01968273,"about_ca_topic_score_gemma":0.12456535,"teacher_disagreement_score":0.10488261,"about_ca_system_score_codex":0.00044536722,"about_ca_system_score_gemma":0.000020261128,"threshold_uncertainty_score":0.9868453},"labels":[],"label_agreement":null},{"id":"W2009366768","doi":"10.2118/94226-ms","title":"An Interwell Water Flood Study: Flow Pattern and Reservoir Heterogeneity Evaluation of a Northern Field Formation in Mexico, Part I: Upper Section of the Field","year":2005,"lang":"en","type":"article","venue":"All Days","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Oncolytics Biotech (Canada)","funders":"","keywords":"Geology; TRACER; Flood myth; Injector; Fault (geology); Petroleum engineering; Flow (mathematics); Current (fluid); Permeability (electromagnetism); Field (mathematics); Petrology; Hydrology (agriculture); Section (typography); Seismology; Geotechnical engineering; Mechanics; Engineering","score_opus":0.03010553307319643,"score_gpt":0.30507930864764254,"score_spread":0.27497377557444613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009366768","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":[0.98422796,0.00004280361,0.015078668,0.00010700939,0.0001560905,0.00025808785,0.0000026543535,0.000025666997,0.00010107853],"genre_scores_gemma":[0.999482,0.000008486604,0.00038118567,0.000030067662,0.000054692635,0.000020711526,0.000008619059,0.000010770982,0.0000035049313],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914396,0.00016560766,0.00028053822,0.00009547047,0.00020972111,0.00010470909],"domain_scores_gemma":[0.9995494,0.00007094518,0.000027931927,0.000264507,0.00006516424,0.000022053364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074089854,0.00008423185,0.00011787905,0.00006998887,0.000017459171,0.000011718126,0.00010012836,0.00006822154,0.000032736734],"category_scores_gemma":[0.000060229908,0.000060561597,0.00003329616,0.00006552532,0.0000050846556,0.00022626111,0.000027839587,0.000112940594,0.0000010527425],"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":[0.000010162014,0.00004428248,0.04784444,0.00003693091,0.000020561389,1.071161e-7,0.0027158475,0.93468815,0.0038288457,2.925509e-7,0.00003239273,0.010778003],"study_design_scores_gemma":[0.00049758056,0.00009601065,0.018259801,0.000025499092,0.000020563997,8.4264474e-7,0.0001035194,0.84728676,0.13347524,0.00002139708,0.00015030538,0.00006248293],"about_ca_topic_score_codex":0.000093002825,"about_ca_topic_score_gemma":0.0028219193,"teacher_disagreement_score":0.1296464,"about_ca_system_score_codex":0.000031647698,"about_ca_system_score_gemma":0.000003270865,"threshold_uncertainty_score":0.24696302},"labels":[],"label_agreement":null},{"id":"W2010761332","doi":"10.2118/75133-ms","title":"A New Methodology To Match Heavy-Oil Long-Core Primary Depletion Experiments","year":2002,"lang":"en","type":"article","venue":"All Days","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":19,"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":"Petroleum engineering; Bubble point; Associated petroleum gas; Saturation (graph theory); Natural gas field; Relative permeability; Bar (unit); Bubble; Gas bubble; Natural gas; Wet gas; Reservoir simulation; Gas composition; Environmental science; Chemistry; Mechanics; Thermodynamics; Geology; Physics; Porosity; Meteorology; Mathematics","score_opus":0.08269919052177656,"score_gpt":0.30631484053383895,"score_spread":0.2236156500120624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010761332","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19276811,0.0024648488,0.74306357,0.0003856327,0.0009290069,0.00030430738,0.000010646459,0.002694093,0.057379782],"genre_scores_gemma":[0.12838975,0.0009040402,0.86345726,0.002017885,0.0002591479,0.00017021742,0.00003524867,0.00015039067,0.0046160356],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906075,0.00003637426,0.00020580126,0.0002325429,0.00014081449,0.00032369903],"domain_scores_gemma":[0.99940026,0.00008397909,0.000022037626,0.00033814786,0.0000175362,0.00013806965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013084536,0.00017599613,0.00022029794,0.00009847416,0.0000224777,0.00002061718,0.00020304583,0.0001264856,0.00052006094],"category_scores_gemma":[0.000037417238,0.00019427552,0.000056177007,0.0001453072,0.000009470117,0.00013874382,0.00006222297,0.00014249292,0.00046223978],"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":[0.000042688105,0.0000686057,0.00052470114,0.00014021537,0.00012686463,0.000051400333,0.0018585076,0.001601458,0.4319691,0.00061142974,0.22098334,0.34202167],"study_design_scores_gemma":[0.0006459331,0.00028416884,0.0024410747,0.00014682916,0.000042704993,0.000069507114,0.00003588045,0.0020651747,0.88502955,0.002484421,0.105840854,0.000913884],"about_ca_topic_score_codex":0.00007567526,"about_ca_topic_score_gemma":0.000037130394,"teacher_disagreement_score":0.45306045,"about_ca_system_score_codex":0.00016970403,"about_ca_system_score_gemma":0.0000060572693,"threshold_uncertainty_score":0.7922326},"labels":[],"label_agreement":null},{"id":"W2012587172","doi":"10.2118/103269-ms","title":"Alternative Management and Mitigation for Potential Impacts of Oil and Gas Operations in the World's Largest and Most Productive Ecologically Sensitive Site","year":2006,"lang":"en","type":"article","venue":"All Days","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mangrove; Threatened species; Wildlife; Habitat; Endangered species; Wetland; Environmental science; Work (physics); Environmental protection; Biodiversity; Environmental resource management; Geography; Fishery; Environmental planning; Ecology; Engineering","score_opus":0.007924917313104312,"score_gpt":0.2599174488509265,"score_spread":0.2519925315378222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012587172","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":[0.989944,0.00008944163,0.00008003972,0.0028331794,0.000014883631,0.00023459502,0.00003236443,0.0000059494573,0.006765562],"genre_scores_gemma":[0.99840736,0.00011767825,0.00056095567,0.00013522395,0.000036370075,0.00005111645,0.00007274028,0.0000042971965,0.0006142494],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99922866,0.00014490214,0.000129117,0.00021436861,0.00010776671,0.00017521883],"domain_scores_gemma":[0.9996073,0.00011081552,0.00002514169,0.00008985368,0.00013834027,0.000028510274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035381335,0.000080864505,0.00010368445,0.00006456824,0.000101654965,0.000046952253,0.000041767616,0.000032019783,0.000003701179],"category_scores_gemma":[0.00007612688,0.000058662623,0.000013973136,0.00012963232,0.00015155599,0.00011734071,0.00006509582,0.00006455565,3.092563e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.0005087472,0.0005106539,0.008256004,0.00022059631,0.00018753446,0.00011361036,0.0035818152,0.040965732,0.004009843,0.9200485,0.0003358306,0.021261146],"study_design_scores_gemma":[0.00533337,0.0009488606,0.7001998,0.0000806954,0.00017613462,0.000057613262,0.0062025585,0.038190294,0.0066978615,0.23573273,0.005821209,0.00055888423],"about_ca_topic_score_codex":0.0039759995,"about_ca_topic_score_gemma":0.016673135,"teacher_disagreement_score":0.69194376,"about_ca_system_score_codex":0.00003355312,"about_ca_system_score_gemma":0.000012450917,"threshold_uncertainty_score":0.9304001},"labels":[],"label_agreement":null},{"id":"W2013436996","doi":"10.2118/149461-ms","title":"Attitudes Towards Resource Ownership in Alberta","year":2011,"lang":"en","type":"article","venue":"All Days","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":"Government (linguistics); Legislature; Resource (disambiguation); Natural resource; Petroleum industry; Exploitation of natural resources; Business; Political science; Natural resource economics; Economics; Law; Engineering; Computer science","score_opus":0.07795909737321377,"score_gpt":0.30433560806572507,"score_spread":0.2263765106925113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013436996","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12934689,0.00008997494,0.0000019044231,0.011233673,0.00008600404,0.00009658405,0.000013427954,0.000019545734,0.85911196],"genre_scores_gemma":[0.97025585,0.000030682135,0.000059089652,0.004213584,0.00013416489,0.000005956986,0.0000012740892,0.0000058622295,0.025293563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992609,0.000068734706,0.00008865815,0.00013439832,0.00014389501,0.0003034255],"domain_scores_gemma":[0.99962735,0.00006161277,0.00003362372,0.00014171127,0.000008993939,0.00012671766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027970644,0.00005516537,0.00007455803,0.000035772453,0.00007667214,0.00001963704,0.00026230712,0.0000661819,0.00046202636],"category_scores_gemma":[0.00026414628,0.000054191743,0.000031015592,0.0001523925,0.00013046208,0.00010811564,0.000023190129,0.000084337684,0.00015427326],"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":[0.000026661095,0.00007924285,0.057241574,0.000010837901,0.000019821347,0.000043691623,0.14512904,0.000001443842,0.000015103088,0.6235538,0.16627675,0.007602029],"study_design_scores_gemma":[0.00008636323,0.000009943169,0.14771326,0.000011587114,0.0000025579343,3.7560432e-7,0.00025402682,0.0000010850747,0.00003569391,0.0025774667,0.8492223,0.0000853189],"about_ca_topic_score_codex":0.8437455,"about_ca_topic_score_gemma":0.90533215,"teacher_disagreement_score":0.84090894,"about_ca_system_score_codex":0.00008531747,"about_ca_system_score_gemma":0.00013601451,"threshold_uncertainty_score":0.50588644},"labels":[],"label_agreement":null},{"id":"W2013869951","doi":"10.2118/144963-ms","title":"Optimization of Solvent Additive SAGD Applications using Hybrid Optimization Techniques","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"University of Alberta","funders":"Saudi Aramco","keywords":"Simulated annealing; Steam-assisted gravity drainage; Genetic algorithm; Petroleum engineering; Steam injection; Net present value; Environmental science; Computer science; Process engineering; Mathematical optimization; Engineering; Materials science; Oil sands; Mathematics; Asphalt; Algorithm","score_opus":0.03668121850566068,"score_gpt":0.2729188126892593,"score_spread":0.23623759418359863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013869951","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018356241,0.000082859595,0.9929944,0.0000023220202,0.000058362737,0.00024087279,0.000030451589,0.00034745713,0.0044076173],"genre_scores_gemma":[0.21299565,0.00013698389,0.7866174,0.0000069913067,0.000043220447,0.000053849624,0.00009755266,0.00003421014,0.000014143122],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940574,0.000022646667,0.00023613106,0.00011374025,0.000097050324,0.00012470355],"domain_scores_gemma":[0.99957335,0.000035252786,0.000049471437,0.0002113027,0.0000861634,0.000044476004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001306341,0.000106686355,0.00012704672,0.00012061035,0.000028858281,0.000009265334,0.00010460238,0.00005396929,0.00013944392],"category_scores_gemma":[0.00002015125,0.0001180032,0.00004326236,0.00016021567,0.0000191677,0.0001500144,0.00001879244,0.000069971145,0.0000022560434],"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":[0.000002494331,0.000016978092,0.0000211298,0.000025612528,0.00002621998,3.9991863e-7,0.00012552261,0.99729455,0.00096013787,0.00019914938,0.000067630455,0.0012601524],"study_design_scores_gemma":[0.00008413824,0.000014258575,0.000024570554,0.00002031259,0.000021957032,0.0000020008572,0.000016201353,0.95857173,0.040220585,0.00009491555,0.00081436825,0.0001149892],"about_ca_topic_score_codex":0.000014835126,"about_ca_topic_score_gemma":3.413658e-7,"teacher_disagreement_score":0.21116002,"about_ca_system_score_codex":0.00004229405,"about_ca_system_score_gemma":0.000009193182,"threshold_uncertainty_score":0.48120305},"labels":[],"label_agreement":null},{"id":"W2013893778","doi":"10.2118/127313-ms","title":"Rapid Assessment of Petroleum Potential of Bantumilli Marginal Oil Field by Using Infrasonic Passive Differential Spectrascopy (IPDS), an Indian Scenario","year":2010,"lang":"en","type":"article","venue":"All Days","topic":"NMR spectroscopy and applications","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Petrophysics; Geology; Oil field; Petroleum engineering; Petroleum; Natural gas field; Gemology; Environmental science; Seismology; Geotechnical engineering; Engineering geology; Natural gas; Engineering; Paleontology","score_opus":0.0069635413381794195,"score_gpt":0.3018560473735531,"score_spread":0.29489250603537365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013893778","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":[0.98277545,0.000012961405,0.014026188,0.0001304316,0.00022159996,0.00009207724,0.00018877811,0.000012905801,0.00253961],"genre_scores_gemma":[0.9966089,0.000012198286,0.0027086851,0.000025635862,0.00034057323,0.000017125489,0.00019765267,0.000019826151,0.000069404414],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988325,0.000036251367,0.00032825192,0.0002756585,0.00022065226,0.00030663502],"domain_scores_gemma":[0.9991128,0.000036939466,0.00027768387,0.00039981626,0.000051451447,0.00012134819],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006853604,0.00018644509,0.00027974063,0.00006710404,0.000113743925,0.000037348287,0.00030321034,0.000079740275,0.0021235647],"category_scores_gemma":[0.000001962169,0.00018285254,0.00013630696,0.000091243055,0.000094944975,0.00014490918,0.00006289192,0.0004207066,0.000003729112],"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":[0.000024992218,0.00062519894,0.015318215,0.00002177838,0.00015556085,0.0000013728239,0.00013521576,0.000038272323,0.96007985,0.016643053,0.0005146997,0.006441769],"study_design_scores_gemma":[0.0026479955,0.0008466432,0.043355577,0.0000851101,0.00042448106,0.0000069934285,0.00060565106,0.013311603,0.9296174,0.0044178483,0.0038431224,0.00083759415],"about_ca_topic_score_codex":0.0012501598,"about_ca_topic_score_gemma":0.00007033368,"teacher_disagreement_score":0.030462489,"about_ca_system_score_codex":0.000018725097,"about_ca_system_score_gemma":0.00015288481,"threshold_uncertainty_score":0.99878865},"labels":[],"label_agreement":null},{"id":"W2015135990","doi":"10.2118/93884-ms","title":"Mature Field Development - A Review","year":2005,"lang":"en","type":"review","venue":"All Days","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":50,"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":"","keywords":"Infill; Petroleum engineering; Residual oil; Enhanced oil recovery; Reservoir engineering; Field (mathematics); Steam injection; Computer science; Engineering; Environmental science; Petroleum; Civil engineering; Geology; Mathematics","score_opus":0.03250278012306078,"score_gpt":0.31953217520263133,"score_spread":0.28702939507957054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015135990","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.27141035e-8,0.9653831,0.0004755088,0.000017313054,0.000210008,0.00050990185,0.000009390915,0.00079306203,0.03260168],"genre_scores_gemma":[3.0620928e-8,0.9844477,0.0133504,0.00058559165,0.00014373689,0.00036276344,0.00013615731,0.00010084923,0.0008727236],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987912,0.000024853489,0.0005148995,0.00023876321,0.00015085223,0.00027940678],"domain_scores_gemma":[0.99928766,0.00009486873,0.0000791768,0.00045629335,0.000015864765,0.0000661553],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014675087,0.00041222794,0.0011267519,0.0000822783,0.000016701248,0.000019914862,0.00039190886,0.00038322297,0.0003902824],"category_scores_gemma":[0.000038584756,0.00035319856,0.00025703912,0.00015908982,0.0000052115042,0.00006918552,0.000065647684,0.0005809161,0.00066591223],"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":[6.226109e-8,0.0000031196282,7.8839975e-9,0.05137726,0.00007322011,0.000006054058,0.000005476571,4.394391e-7,9.784204e-8,0.000019270134,0.13361461,0.8149004],"study_design_scores_gemma":[0.000011029714,0.000005956695,4.963543e-8,0.090065755,0.0001713847,0.00002217832,1.0630991e-7,0.0000010557637,0.000018345352,0.000009750691,0.9093455,0.00034885452],"about_ca_topic_score_codex":8.1127354e-7,"about_ca_topic_score_gemma":0.000007815449,"teacher_disagreement_score":0.81455153,"about_ca_system_score_codex":0.00018781293,"about_ca_system_score_gemma":0.00006528462,"threshold_uncertainty_score":0.999892},"labels":[],"label_agreement":null},{"id":"W2019144108","doi":"10.2118/112368-ms","title":"Tar Sands Drilling Waste Management: A Clean Solution","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","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":"Oil sands; Asphalt; Drilling fluid; Drilling; tar (computing); Waste management; Steam-assisted gravity drainage; Petroleum engineering; Environmental science; Environmentally friendly; Geology; Materials science; Engineering","score_opus":0.012069916898293918,"score_gpt":0.18006607774915667,"score_spread":0.16799616085086275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019144108","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3763953,0.001040172,0.51563466,0.000049287188,0.0017214603,0.0002323383,0.0000077583045,0.0023499466,0.10256912],"genre_scores_gemma":[0.9959407,0.00068814773,0.0026900782,0.000033143697,0.00019701266,0.00000806038,0.00001888732,0.00004745799,0.00037655354],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927986,0.0000046399414,0.0001492228,0.00014000978,0.00012147152,0.00030479542],"domain_scores_gemma":[0.99970204,0.0000117639665,0.000011512146,0.00019552493,0.000008958754,0.000070191265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007167822,0.0001371852,0.00011381228,0.00008905584,0.000075568016,0.000014648719,0.00010991002,0.000052313248,0.000020168038],"category_scores_gemma":[0.0000027672982,0.00015133839,0.000054177042,0.00012414473,0.000014037336,0.00010342232,0.000025180469,0.00011671423,0.00014343472],"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":[0.0000028390414,0.000010452669,0.00007480514,0.00009702812,0.00010475186,0.000055966295,0.0005637456,0.9852708,0.0021971893,0.00056483614,0.005030405,0.0060271644],"study_design_scores_gemma":[0.0003589167,0.000016732763,0.0002636119,0.000065131855,0.000029726496,0.000026291034,0.00006210675,0.9415876,0.004563712,0.00009084473,0.052619994,0.0003152975],"about_ca_topic_score_codex":0.0000093163735,"about_ca_topic_score_gemma":0.0000033661368,"teacher_disagreement_score":0.6195454,"about_ca_system_score_codex":0.00004759125,"about_ca_system_score_gemma":0.0000019158724,"threshold_uncertainty_score":0.61714005},"labels":[],"label_agreement":null},{"id":"W2021154822","doi":"10.2118/108707-ms","title":"Enhanced Steel Alloys Outperform Typical Bottom Hole Assembly Chemistries in Sour Service Applications","year":2007,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","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":"Sour gas; Drill; Metallurgy; Materials science; Engineering; Process engineering; Waste management","score_opus":0.00932226998830798,"score_gpt":0.220053679227539,"score_spread":0.210731409239231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021154822","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":[0.78515434,0.0002997527,0.19580522,0.00008804033,0.0001708754,0.00019885036,0.000008302408,0.0006370338,0.017637601],"genre_scores_gemma":[0.9979037,0.00004738865,0.0015283443,0.00008147507,0.00012343632,0.000039591083,0.000030044319,0.000038730588,0.00020727399],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991399,0.000002472219,0.00022581614,0.00016494277,0.00011537394,0.00035151007],"domain_scores_gemma":[0.99956644,0.000057593366,0.00001616121,0.00023966838,0.000027481603,0.000092634284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018610644,0.00014970395,0.0001446726,0.000059911243,0.000028853665,0.000026138161,0.0001754621,0.00011876409,0.000012867457],"category_scores_gemma":[0.0000109675275,0.00016683832,0.000030527975,0.0002420816,0.000009813175,0.00008447855,0.000025415298,0.00025877886,0.0001414572],"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":[0.000026241603,0.00009620718,0.0005984107,0.0003609737,0.00009302132,0.000011130337,0.0011814197,0.4437889,0.5392735,0.0012585255,0.00063880684,0.012672909],"study_design_scores_gemma":[0.0011902833,0.00003190093,0.013438841,0.00013440657,0.000044386048,0.00000956533,0.0004579538,0.21244256,0.6587172,0.00019186884,0.112276465,0.0010645685],"about_ca_topic_score_codex":0.000023534947,"about_ca_topic_score_gemma":0.000105073246,"teacher_disagreement_score":0.23134631,"about_ca_system_score_codex":0.0000711457,"about_ca_system_score_gemma":0.0000115508055,"threshold_uncertainty_score":0.6803469},"labels":[],"label_agreement":null},{"id":"W2022953294","doi":"10.2118/79847-ms","title":"Application of Real-Time Resistivity and Annular Pressure Data in Reducing Lost-Circulation Events","year":2003,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Lost circulation; Circulation (fluid dynamics); Electrical resistivity and conductivity; Petroleum engineering; Computer science; Geology; Electrical engineering; Mechanics; Engineering; Mechanical engineering; Physics","score_opus":0.011245109150415449,"score_gpt":0.23799442987346062,"score_spread":0.22674932072304516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022953294","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":[0.9844737,0.0007756453,0.009924356,0.00004937289,0.000028817536,0.00017935333,0.000034617246,0.00005227808,0.00448185],"genre_scores_gemma":[0.9991063,0.00013322187,0.0005643556,0.0000023793841,0.000013641996,0.0000034155016,0.00009203051,0.0000108105705,0.00007387109],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994141,0.000045896682,0.0001552448,0.00017929313,0.0001047282,0.00010073148],"domain_scores_gemma":[0.9993911,0.000036439244,0.000033380595,0.00049394113,0.000014273145,0.00003086864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032757787,0.0000686824,0.00012828573,0.000065746826,0.000016370512,0.000005918744,0.00010798387,0.000060277784,0.000015399857],"category_scores_gemma":[0.000071540024,0.00006954299,0.000014113937,0.00012490568,0.000010859996,0.00012555407,0.00002848101,0.00006848101,0.000008695379],"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":[0.0000070432943,0.000055194698,0.02894034,0.0002808633,0.00016103259,0.0000025491688,0.0003211597,0.93096036,0.035840325,0.000044148834,0.0004634338,0.0029235496],"study_design_scores_gemma":[0.00023114857,0.0000063650305,0.23827374,0.00005444194,0.000097580276,0.0000020786115,0.000013601115,0.7523513,0.0037821042,0.00022380511,0.004813192,0.00015064873],"about_ca_topic_score_codex":0.00048298668,"about_ca_topic_score_gemma":0.000042458287,"teacher_disagreement_score":0.20933339,"about_ca_system_score_codex":0.000013923979,"about_ca_system_score_gemma":0.000006171906,"threshold_uncertainty_score":0.2835881},"labels":[],"label_agreement":null},{"id":"W2023510695","doi":"10.4043/21454-ms","title":"A Successful Story of Integration Geological Characterization, Reservoir Simulation, Assisted History Matching and EOR in a Giant Fractured Granite Basement: A Road Map to Maximize Recovery in Unconventional Reservoirs","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":4,"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 Calgary","funders":"","keywords":"Geology; Workflow; Petroleum engineering; Completion (oil and gas wells); Reservoir modeling; Geobiology; Basement; Reservoir simulation; Oil field; Shore; Mining engineering; Computer science; Regional geology; Hydrogeology; Engineering; Geotechnical engineering; Civil engineering; Oceanography; Metamorphic petrology","score_opus":0.041301051792492646,"score_gpt":0.2585077313945424,"score_spread":0.21720667960204976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023510695","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":[0.87400115,0.00023123652,0.12474678,0.00009329054,0.0002692377,0.0003306327,0.000020700361,0.000088896646,0.00021809],"genre_scores_gemma":[0.9819473,0.000037426682,0.017532425,0.0000609849,0.00003255335,0.0000637279,0.00017985364,0.000034064447,0.00011167544],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9982892,0.00031552263,0.00060909503,0.00029245362,0.00024335031,0.00025035057],"domain_scores_gemma":[0.9991841,0.00024626948,0.00010074359,0.00026700692,0.0001016546,0.000100226614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011275209,0.00021311373,0.00032987262,0.00058319885,0.000031643744,0.000017689286,0.00017753438,0.00017328943,0.00021130109],"category_scores_gemma":[0.0003450786,0.00021914294,0.0000575771,0.00029723428,0.000031188112,0.0004081569,0.000054167987,0.00036062207,0.000005367044],"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":[0.00024045138,0.00008152445,0.008598711,0.00014820824,0.00003348179,0.000016640059,0.0038932294,0.97506857,0.010123257,0.00022208015,0.000058569556,0.001515252],"study_design_scores_gemma":[0.00094596297,0.00006562912,0.5464095,0.00020026091,0.000011763209,0.000001426548,0.00012420479,0.4490506,0.00024759586,0.0009027165,0.001788427,0.00025190838],"about_ca_topic_score_codex":0.00038676374,"about_ca_topic_score_gemma":0.0004277068,"teacher_disagreement_score":0.5378108,"about_ca_system_score_codex":0.00031630695,"about_ca_system_score_gemma":0.000032367716,"threshold_uncertainty_score":0.89363897},"labels":[],"label_agreement":null},{"id":"W2023640573","doi":"10.2523/iptc-11115-ms","title":"Reservoir Optimization and Monitoring: Mauddud Reservoir - Bahrain Field","year":2007,"lang":"en","type":"article","venue":"All Days","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Workover; Workflow; Infill; Petroleum engineering; Reservoir engineering; Reservoir modeling; Natural gas field; Environmental geology; Field (mathematics); Production (economics); Process (computing); Computer science; Geology; Engineering; Civil engineering; Petroleum; Hydrogeology; Natural gas; Geotechnical engineering","score_opus":0.028218104118444335,"score_gpt":0.2983971017847697,"score_spread":0.27017899766632536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023640573","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48657516,0.0006774617,0.5029444,0.00019888153,0.00058384595,0.00013365922,0.0000028350173,0.00051484705,0.00836891],"genre_scores_gemma":[0.8470361,0.0002884177,0.15161751,0.000040807412,0.0003448027,0.000008726661,0.000014720256,0.00005801081,0.0005908565],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899286,0.000030527168,0.00026131238,0.00018810727,0.00019223678,0.0003349824],"domain_scores_gemma":[0.99907094,0.0003887985,0.000021157199,0.00032197157,0.000043763663,0.00015337403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007278912,0.00016359454,0.00015411574,0.000147293,0.00006054503,0.000060228012,0.00016036339,0.00015708558,0.000051158466],"category_scores_gemma":[0.00022322446,0.00017184518,0.000037330996,0.0002163853,0.0000148638055,0.00020195633,0.00005034192,0.0002298556,0.00000934345],"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":[0.000011533208,0.000005675932,0.0019058263,0.000047558653,0.00002392023,0.000010396197,0.00020808057,0.99434173,0.0011758928,0.00015241913,0.0011727856,0.000944195],"study_design_scores_gemma":[0.0005165532,0.000055650067,0.0035090025,0.000048412036,0.000014318525,0.0000071061863,0.000090818474,0.9612814,0.01133226,0.00029960833,0.022523554,0.0003212685],"about_ca_topic_score_codex":0.000024318118,"about_ca_topic_score_gemma":0.0000050955587,"teacher_disagreement_score":0.36046097,"about_ca_system_score_codex":0.000040430357,"about_ca_system_score_gemma":0.000005581296,"threshold_uncertainty_score":0.7007643},"labels":[],"label_agreement":null},{"id":"W2024505302","doi":"10.2523/iptc-12391-ms","title":"Fractured Reservoir Characterization Incorporating Microseismic Monitoring and Pressure Analysis During Massive Hydraulic Injection","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Microseism; Geology; Borehole; Fracture (geology); Hydraulic fracturing; Injection well; Petroleum engineering; Petrology; Seismology; Reservoir modeling; Geotechnical engineering","score_opus":0.008635049073028938,"score_gpt":0.20908175471562854,"score_spread":0.2004467056425996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024505302","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":[0.9933358,0.0007598564,0.0048784567,0.00010729474,0.00018013461,0.00012590774,0.00001603695,0.00037051286,0.00022603288],"genre_scores_gemma":[0.99834967,0.0004156494,0.00034026557,0.000025517245,0.00030846393,0.000025085226,0.00015550744,0.000049492253,0.0003303708],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9986317,0.00005843776,0.00036054754,0.00036635075,0.0002527177,0.0003302597],"domain_scores_gemma":[0.99924165,0.000040016024,0.00012615512,0.0003608816,0.00006124532,0.00017007372],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001158058,0.00026926812,0.0003761047,0.00046449853,0.00036688187,0.000082610306,0.00016199988,0.00019388982,0.000026275251],"category_scores_gemma":[0.000048082893,0.00026581806,0.00014221887,0.0007897813,0.00004932914,0.00042920414,0.00007283028,0.00035483055,0.000012081155],"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":[0.000012355992,0.000016456393,0.053056013,0.00010142981,0.0013568463,0.000039236915,0.0018756315,0.8159649,0.12733339,6.253122e-7,0.000035469035,0.00020769735],"study_design_scores_gemma":[0.0005320591,0.000032866057,0.6073989,0.0000661208,0.0010913446,0.000039628732,0.000119651355,0.29735368,0.0902821,0.00002408155,0.0024488939,0.0006106666],"about_ca_topic_score_codex":0.00024230972,"about_ca_topic_score_gemma":0.000021492899,"teacher_disagreement_score":0.55434287,"about_ca_system_score_codex":0.000068611065,"about_ca_system_score_gemma":0.000014575306,"threshold_uncertainty_score":0.9999794},"labels":[],"label_agreement":null},{"id":"W2025899797","doi":"10.2118/98279-ms","title":"Pore Pressure Prediction and Drilling Challenges: A Case Study of Deepwater, Subsalt Drilling From Nova Scotia, Canada","year":2006,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Casing; Drilling; Borehole; Petroleum engineering; Completion (oil and gas wells); Wellbore; Geology; Deepwater drilling; Measurement while drilling; Pore water pressure; Drilling fluid; Nova scotia; Engineering; Geotechnical engineering; Mechanical engineering; Oceanography","score_opus":0.012065599791185166,"score_gpt":0.18011333610840355,"score_spread":0.1680477363172184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025899797","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":[0.9898396,0.006062349,0.0025403716,0.000011359299,0.00066722406,0.0002151823,0.000061956474,0.00022874685,0.0003731686],"genre_scores_gemma":[0.99911714,0.00017696213,0.00030653292,0.000004550289,0.00026191297,0.000005670508,0.00004945516,0.000061223065,0.00001657469],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883837,0.000018145342,0.00036262698,0.00027581726,0.00021548413,0.0002895591],"domain_scores_gemma":[0.99948233,0.00007463315,0.000045900902,0.0002701336,0.000042187865,0.00008482469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011221124,0.00022850206,0.0002792294,0.000078368765,0.000045010096,0.000025261623,0.00009238588,0.000091922935,0.0000084756775],"category_scores_gemma":[0.000007863902,0.00023988982,0.000027490232,0.0000885381,0.000013425469,0.00011297594,0.00002929896,0.00018323553,9.834354e-7],"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":[0.00000431984,0.000055648696,0.006733414,0.00017833011,0.00023173327,0.0005479931,0.002055376,0.9880908,0.0008514051,0.000017050847,0.00024374439,0.0009901553],"study_design_scores_gemma":[0.0017097766,0.00014686074,0.0069222776,0.00027701905,0.00040179605,0.0003389906,0.0043302136,0.97786003,0.0033686964,0.00007620062,0.003875892,0.0006922595],"about_ca_topic_score_codex":0.63162863,"about_ca_topic_score_gemma":0.71487004,"teacher_disagreement_score":0.083241396,"about_ca_system_score_codex":0.000043312066,"about_ca_system_score_gemma":0.000020435245,"threshold_uncertainty_score":0.9782423},"labels":[],"label_agreement":null},{"id":"W2028716988","doi":"10.2118/65373-ms","title":"Development of a New High Effective Flotation Device Used for Water Treatment","year":2001,"lang":"en","type":"article","venue":"All Days","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":3,"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":"Bubble; Process engineering; Concentrator; Reagent; Mineral processing; Column (typography); Aeration; Materials science; Separation process; Environmental science; Chromatography; Waste management; Computer science; Engineering; Mechanical engineering; Chemistry; Metallurgy; Electrical engineering","score_opus":0.03101772472588759,"score_gpt":0.29539698295486183,"score_spread":0.26437925822897423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028716988","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":[0.9823759,0.000003912391,0.015622746,0.00021746737,0.000030452768,0.00061442214,0.0000018622661,0.000043656266,0.0010895745],"genre_scores_gemma":[0.95719725,0.000006624331,0.03959415,0.0002572575,0.00001854469,0.00022123446,0.00009674409,0.000008823754,0.002599396],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946165,0.000017262813,0.00016593005,0.00013944917,0.00010391305,0.000111794965],"domain_scores_gemma":[0.9997954,0.00002792851,0.000039868784,0.00008251594,0.000008600931,0.00004573732],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008732777,0.00007898491,0.00009111636,0.000021523541,0.00004500442,0.000008193347,0.000051135266,0.000028726541,0.00096124853],"category_scores_gemma":[0.0000058835876,0.00005549685,0.000028018276,0.00004675085,0.000013259779,0.00012698589,0.0000146591765,0.000011865548,0.0001468454],"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":[0.000054006265,0.00012618539,0.000980258,0.0000053668828,0.00003116587,7.516822e-7,0.009678054,0.00026355448,0.91437715,0.00033240943,0.0030369714,0.071114115],"study_design_scores_gemma":[0.000535131,0.00013062046,0.0057228142,0.0000031030038,0.000010593311,6.5757064e-7,0.00003116706,0.0003340475,0.81177974,0.00039263922,0.18098156,0.00007795027],"about_ca_topic_score_codex":0.00036643562,"about_ca_topic_score_gemma":0.0008163386,"teacher_disagreement_score":0.1779446,"about_ca_system_score_codex":0.00012280773,"about_ca_system_score_gemma":0.000008832935,"threshold_uncertainty_score":0.999952},"labels":[],"label_agreement":null},{"id":"W2029761103","doi":"10.2523/iptc-11087-ms","title":"Investigation of Steam Flooding in Naturally Fractured Reservoirs","year":2007,"lang":"en","type":"article","venue":"All Days","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":17,"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 Calgary","funders":"","keywords":"Steam injection; Petroleum engineering; Enhanced oil recovery; Water injection (oil production); Viscosity; Surface tension; Wetting; Permeability (electromagnetism); Cracking; Materials science; Geology; Environmental science; Composite material; Chemistry; Thermodynamics","score_opus":0.014322986947670318,"score_gpt":0.24148173366728815,"score_spread":0.22715874671961783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029761103","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":[0.9884992,0.00033359346,0.0023185103,0.000022148744,0.00012705056,0.000095562275,0.0000021222895,0.00024525134,0.008356516],"genre_scores_gemma":[0.98967165,0.00006914367,0.010112746,0.000057998986,0.00002730052,0.000004445938,0.000012782819,0.000020542888,0.000023406605],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936354,0.000011214676,0.00023197803,0.00009364349,0.00012517015,0.00017446306],"domain_scores_gemma":[0.9996565,0.00009365052,0.000033550168,0.00015546067,0.000025029183,0.00003581752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033082304,0.00008520422,0.00011447672,0.0001518186,0.000007724136,0.000006231506,0.00012575746,0.00011105075,0.000010378296],"category_scores_gemma":[0.00007560663,0.00009014043,0.000025178399,0.00019482983,0.000017226248,0.00018962157,0.000019955965,0.00020469884,0.000004480928],"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":[0.000019797508,0.000008133407,0.0077195116,0.00014137011,0.000030792824,0.000015141814,0.0015842146,0.008427867,0.9715575,0.00054442615,0.0020018977,0.007949331],"study_design_scores_gemma":[0.00014619133,0.000025997211,0.03196046,0.000111752335,0.000003926269,0.0000011098009,0.000040980223,0.0015548131,0.9617406,0.003045036,0.0012367747,0.00013231821],"about_ca_topic_score_codex":0.000046362125,"about_ca_topic_score_gemma":0.0003630275,"teacher_disagreement_score":0.024240948,"about_ca_system_score_codex":0.00008083866,"about_ca_system_score_gemma":0.0000074725403,"threshold_uncertainty_score":0.367582},"labels":[],"label_agreement":null},{"id":"W2032238463","doi":"10.2118/74466-ms","title":"Project Management and Technology Provide Enhanced Performance for Shallow Horizontal Wells","year":2002,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Drilling; Schedule; Drill; Directional drilling; Engineering; Hay; Petroleum engineering; Project management; Environmental science; Computer science; Mechanical engineering; Operating system","score_opus":0.00994465516308312,"score_gpt":0.18830196693798182,"score_spread":0.1783573117748987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032238463","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":[0.8728511,0.0038540896,0.0746635,0.00019113933,0.0009442141,0.0018763107,0.000017717539,0.0025372729,0.043064706],"genre_scores_gemma":[0.99188566,0.000876558,0.005878994,0.00001343629,0.000054113818,0.0001563883,0.0000051209145,0.00003596556,0.0010937446],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994048,0.0000014647543,0.00011371005,0.0001596671,0.000056297195,0.000264057],"domain_scores_gemma":[0.99979657,0.000011754122,0.000010706316,0.00014391814,0.000009960231,0.000027069877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043076914,0.00012706553,0.00011244924,0.00012164477,0.000034403707,0.000018493003,0.000096357755,0.00006489348,0.0000073204806],"category_scores_gemma":[0.0000038337034,0.00012888829,0.000020433847,0.000119031385,0.000015585985,0.00008183729,0.000025195339,0.00008296106,0.000025761941],"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":[0.000037524314,0.00017252678,0.0014295959,0.0052093854,0.0009590952,0.000047674817,0.0020919498,0.1254321,0.06006006,0.0051289583,0.02958645,0.76984465],"study_design_scores_gemma":[0.000656213,0.00017791992,0.00012571002,0.000099779994,0.000038316342,0.00001143329,0.000059064343,0.8037382,0.027542904,0.000079911966,0.16710335,0.00036723047],"about_ca_topic_score_codex":0.0000017074026,"about_ca_topic_score_gemma":0.000002339434,"teacher_disagreement_score":0.7694774,"about_ca_system_score_codex":0.000026583592,"about_ca_system_score_gemma":0.0000011836813,"threshold_uncertainty_score":0.5255912},"labels":[],"label_agreement":null},{"id":"W2032254322","doi":"10.4043/12158-ms","title":"Escape, Evacuation, and Rescue Modeling for Frontier Offshore Installations","year":2000,"lang":"en","type":"article","venue":"All Days","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":4,"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":"Submarine pipeline; Reliability (semiconductor); Marine engineering; Probabilistic logic; Monte Carlo method; Computer science; Frontier; Engineering; Environmental science; Reliability engineering","score_opus":0.01830154475301659,"score_gpt":0.22245416733013762,"score_spread":0.20415262257712102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032254322","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":[0.9683728,0.00019651126,0.017681656,0.0007348022,0.00009523739,0.00022131695,0.00011231167,0.00003459075,0.012550772],"genre_scores_gemma":[0.98946077,0.00020796634,0.008520099,0.00042642563,0.00008060199,0.0000016350417,0.000375257,0.0000033596584,0.0009238909],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994474,0.000013703092,0.00012845338,0.00015406721,0.00009230578,0.00016405422],"domain_scores_gemma":[0.9997544,0.000044965247,0.000011947909,0.0000953292,0.000029694802,0.000063648535],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012527697,0.00007232837,0.00007989814,0.000025556456,0.00017995958,0.000033471646,0.000067548186,0.000043222182,0.001349789],"category_scores_gemma":[0.000018199473,0.00006263372,0.000026300819,0.000049029484,0.000029180099,0.00019190232,0.000003698998,0.000052785395,0.000047784753],"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":[0.00013786902,0.000030188176,0.13861844,0.000040850555,0.00009315129,0.0000032485896,0.002514715,0.452217,0.000011148843,0.0015757543,0.0027210931,0.40203652],"study_design_scores_gemma":[0.00019918103,0.000034638764,0.024451472,0.000006636447,0.000024138291,0.0000045711085,0.00017235214,0.9595598,6.6465316e-7,0.003648407,0.011801933,0.00009617984],"about_ca_topic_score_codex":0.0007004568,"about_ca_topic_score_gemma":0.0015574894,"teacher_disagreement_score":0.5073428,"about_ca_system_score_codex":0.0000023407329,"about_ca_system_score_gemma":0.000024303003,"threshold_uncertainty_score":0.9995631},"labels":[],"label_agreement":null},{"id":"W2032686251","doi":"10.4043/19954-ms","title":"A Goal-Based Solution to Offshore Drilling Challenges in Arctic Environments","year":2009,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","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":"Arctic; Offshore drilling; Environmental science; Operability; Work (physics); Marine engineering; BARGE; Computer science; Drilling; Engineering; Oceanography; Geology; Mechanical engineering","score_opus":0.021301942608873362,"score_gpt":0.21148616943773024,"score_spread":0.19018422682885688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032686251","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":[0.9376063,0.007864447,0.04279545,0.004170064,0.0005786343,0.0005230613,0.000007548411,0.0025246514,0.0039298427],"genre_scores_gemma":[0.9965545,0.0004701535,0.002835365,0.00005277828,0.000032715092,0.000017933146,0.000006471305,0.000019728463,0.000010339436],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993012,0.000005513329,0.0001322487,0.00016736356,0.000102914564,0.00029075472],"domain_scores_gemma":[0.9996828,0.000022090744,0.0000083948025,0.00023624283,0.0000028524912,0.00004762289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008137095,0.00013907132,0.0001296085,0.00016651866,0.000014651152,0.000010342329,0.00013493479,0.00009883567,0.0000053142503],"category_scores_gemma":[0.000027318665,0.00015029058,0.000029726358,0.00010415105,0.000009174081,0.00005199299,0.000014205833,0.0001577287,0.000059644288],"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":[0.000009929014,0.000092823895,0.0007937084,0.00008102606,0.000033319797,0.000037406593,0.0006042132,0.8307787,0.025969435,0.0011845845,0.00040842578,0.1400064],"study_design_scores_gemma":[0.0018703303,0.00084404,0.22729607,0.00076965673,0.00006342787,0.00001609136,0.00048283042,0.59453833,0.06546682,0.0035093038,0.10304799,0.002095113],"about_ca_topic_score_codex":0.0000041797516,"about_ca_topic_score_gemma":0.000018097848,"teacher_disagreement_score":0.2362404,"about_ca_system_score_codex":0.00011677117,"about_ca_system_score_gemma":0.0000026417372,"threshold_uncertainty_score":0.61286724},"labels":[],"label_agreement":null},{"id":"W2032893509","doi":"10.2523/iptc-11394-ms","title":"KOC 1% Gas Flaring Target","year":2007,"lang":"en","type":"article","venue":"All Days","topic":"Oil, Gas, and Environmental Issues","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":"Associated petroleum gas; Environmental science; Fossil fuel; Waste management; Natural gas; Engineering","score_opus":0.014242415597802784,"score_gpt":0.2316994260337277,"score_spread":0.2174570104359249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032893509","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":[0.67530656,0.0004336878,0.00023171213,0.00014424085,0.00030941993,0.000038898732,0.0000017444011,0.00010884631,0.32342488],"genre_scores_gemma":[0.9911326,0.00008104759,0.0024668877,0.00053942,0.00029404837,0.0000021453493,0.0000323791,0.000026481992,0.005425001],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922895,0.000011486458,0.00013513582,0.00017341407,0.00013659672,0.00031439055],"domain_scores_gemma":[0.9996395,0.000028996486,0.000026250857,0.0002105486,0.0000033339022,0.00009138851],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015773154,0.00010594941,0.00010343226,0.0000314003,0.000053429863,0.000018187877,0.00012739094,0.0000655415,0.00090252847],"category_scores_gemma":[0.000010656465,0.00010225197,0.000047295383,0.000042276566,0.000036721103,0.00009842851,0.000064055464,0.000087081535,0.0015610072],"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":[0.00030544074,0.001185638,0.16355366,0.00016015266,0.00075784774,0.0012972464,0.017080467,0.008381989,0.34118828,0.10418781,0.0733212,0.28858027],"study_design_scores_gemma":[0.0003022368,0.000052953455,0.024868084,0.000009987217,0.000017481081,0.000008238255,0.00028740015,0.00011062445,0.06300763,0.0037013923,0.90739715,0.00023679211],"about_ca_topic_score_codex":0.0011870457,"about_ca_topic_score_gemma":0.0005346967,"teacher_disagreement_score":0.834076,"about_ca_system_score_codex":0.000041448435,"about_ca_system_score_gemma":0.0000019756715,"threshold_uncertainty_score":0.9992164},"labels":[],"label_agreement":null},{"id":"W2033177894","doi":"10.2118/97615-ms","title":"Improved Decision Making During Drilling Operations: Using a Wireline Coring System, Offshore Brazil","year":2005,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Coring; Wireline; Drilling; Drill; Drill string; Tripping; Petroleum engineering; Offshore drilling; Core (optical fiber); Winch; Geology; Computer science; Engineering; Marine engineering; Mechanical engineering; Operating system; Telecommunications","score_opus":0.010086438800859557,"score_gpt":0.23874029694256815,"score_spread":0.2286538581417086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033177894","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":[0.62916714,0.0012254564,0.36699072,0.000013527122,0.0007820115,0.00018175135,0.0000070009232,0.0011232648,0.0005091332],"genre_scores_gemma":[0.9471797,0.00010659526,0.051619362,0.000034419187,0.00087376096,0.000016230748,0.000011160483,0.00012926229,0.000029537883],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983157,0.000013586366,0.00056037767,0.0003353871,0.00022662168,0.0005483562],"domain_scores_gemma":[0.99931717,0.00007063469,0.000036453464,0.00039519003,0.000059360027,0.00012119248],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000243648,0.0003244405,0.00031490627,0.0002168857,0.00022358226,0.00016221376,0.00022725543,0.0001405199,0.000017859871],"category_scores_gemma":[0.000045511657,0.00035083338,0.0001049231,0.00025437959,0.000014931901,0.00041953838,0.000072059454,0.00029507588,0.000043802556],"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":[0.000007214284,0.000008155647,0.00006829709,0.00015856467,0.000052547082,0.000011782935,0.00024663287,0.9375725,0.05674117,0.0000943861,0.000029356255,0.005009426],"study_design_scores_gemma":[0.00040587434,0.000009539985,0.00009025528,0.0007579505,0.00004278033,0.00007718057,0.00007856884,0.9874819,0.009392617,0.000004305114,0.0012575311,0.0004015236],"about_ca_topic_score_codex":0.00002437726,"about_ca_topic_score_gemma":0.000051616746,"teacher_disagreement_score":0.31801254,"about_ca_system_score_codex":0.00037389525,"about_ca_system_score_gemma":0.000016781194,"threshold_uncertainty_score":0.9998944},"labels":[],"label_agreement":null},{"id":"W2033388477","doi":"10.2523/iptc-13174-ms","title":"Preventing Proppant and Formation-Sand Production in High Water Cut, Heavy-Oil Wells: A Field Study from Argentina","year":2009,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Corporation d’Aménagement et de Protection de la Sainte-Anne","funders":"","keywords":"Completion (oil and gas wells); Casing; Petroleum engineering; Oil field; Perforation; Hydraulic fracturing; Coating; Produced water; Production (economics); Environmental science; Oil well; Geology; Geotechnical engineering; Materials science; Metallurgy; Composite material","score_opus":0.00890275883479928,"score_gpt":0.21260839108029983,"score_spread":0.20370563224550056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033388477","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":[0.99793965,0.00021434423,0.0002169289,0.00086094753,0.00011764544,0.00012862857,0.0000010632173,0.0000835695,0.00043719832],"genre_scores_gemma":[0.9992931,0.00012405882,0.00014525541,0.00004724397,0.00011405184,0.000014815087,0.000022848573,0.000009125391,0.00022949469],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999254,0.000029743831,0.00022591017,0.00017446053,0.00011363263,0.00020224521],"domain_scores_gemma":[0.9997419,0.000014471779,0.000019806408,0.00017458978,0.000012391265,0.000036849586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001723135,0.00010909793,0.00015048895,0.00008612525,0.000050415296,0.000046548226,0.00006733373,0.000045057808,0.000028980758],"category_scores_gemma":[0.000019047124,0.00007955676,0.000028988456,0.00007252368,0.000004801499,0.00021852381,0.000021112593,0.00014050852,0.00001616839],"study_design_candidate":"bench_or_experimental","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":[0.00025971796,0.0027529018,0.052770782,0.0010006939,0.0014392366,0.000265827,0.07963876,0.62010974,0.061252967,0.0000110126675,0.014069218,0.16642916],"study_design_scores_gemma":[0.0033188965,0.000607107,0.103411816,0.00053524703,0.000521461,0.000027799982,0.0022643467,0.13507394,0.73523533,0.001438289,0.01608525,0.0014805173],"about_ca_topic_score_codex":0.00047956742,"about_ca_topic_score_gemma":0.00022870339,"teacher_disagreement_score":0.6739824,"about_ca_system_score_codex":0.000020835438,"about_ca_system_score_gemma":0.0000022262232,"threshold_uncertainty_score":0.32442304},"labels":[],"label_agreement":null},{"id":"W2033495335","doi":"10.4043/20167-ms","title":"Nonacid Solution for Mineral Scale Removal in Downhole Conditions","year":2009,"lang":"en","type":"article","venue":"All Days","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Troubleshooting; Siderite; Scale (ratio); Precipitation; Dissolution; Process engineering; Environmental science; Calcite; Production (economics); Petroleum engineering; Engineering; Geology; Mineralogy; Chemical engineering; Meteorology","score_opus":0.020318074346192164,"score_gpt":0.278845581455762,"score_spread":0.25852750710956984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033495335","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":[0.9760525,0.00003413621,0.009135243,0.0020548739,0.0002896672,0.00034496884,0.00013721485,0.00009723334,0.011854116],"genre_scores_gemma":[0.9949483,0.000005351412,0.002731568,0.0013075348,0.0001077428,0.000024529905,0.00041782222,0.000006626735,0.00045051155],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927473,0.000024400748,0.00019109313,0.00019041283,0.000116368705,0.00020298602],"domain_scores_gemma":[0.99971706,0.00001815737,0.000044989843,0.00011586318,0.000055098706,0.00004880588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017491581,0.00007630697,0.00009625716,0.000073419076,0.000064640466,0.0000430552,0.00006635972,0.000059279297,0.000292475],"category_scores_gemma":[0.000029781424,0.00007864387,0.00003877124,0.000105500316,0.000035843233,0.00022424322,0.00001148126,0.000036987236,0.00005895434],"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":[0.000022462431,0.000061898434,0.000012409689,0.0000043785058,5.380426e-7,0.0000026526072,0.00011567675,0.00015348195,0.98616165,0.0047837305,0.008476103,0.00020500421],"study_design_scores_gemma":[0.007084564,0.0009444302,0.022917379,0.00017562439,0.00006383546,0.00016522619,0.00024738596,0.06023159,0.7105812,0.042122982,0.15426312,0.0012026468],"about_ca_topic_score_codex":0.000029619518,"about_ca_topic_score_gemma":0.0001299328,"teacher_disagreement_score":0.27558047,"about_ca_system_score_codex":0.00006510897,"about_ca_system_score_gemma":0.000023122795,"threshold_uncertainty_score":0.32070038},"labels":[],"label_agreement":null},{"id":"W2035054727","doi":"10.2118/100307-ms","title":"Permeability Determination of the PL19-3 Field for Geologic Model Input","year":2006,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Geology; Permeability (electromagnetism); Petrology; Facies; Fluvial; Fault block; Anticline; Oil field; Porosity; Petroleum reservoir; Geotechnical engineering; Fault (geology); Petroleum engineering; Geomorphology; Structural basin; Seismology","score_opus":0.010884852854992806,"score_gpt":0.22265831238108658,"score_spread":0.21177345952609378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035054727","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":[0.7448122,0.00008244998,0.24825072,0.00043152942,0.00009101075,0.00014155034,0.000009032503,0.0000723975,0.006109112],"genre_scores_gemma":[0.9983817,0.000005348271,0.0011995474,0.00005510539,0.000035114103,0.000014948173,0.000005999035,0.000005970088,0.00029629428],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962157,0.000009229014,0.00012414063,0.00007554715,0.0000682859,0.00010121361],"domain_scores_gemma":[0.9996641,0.00007783168,0.000020320991,0.00020295198,0.000023490573,0.000011282498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009186415,0.00005645369,0.00008543852,0.00002068748,0.000030113088,0.0000053983704,0.00012679324,0.000062185085,0.000012097567],"category_scores_gemma":[0.00004858201,0.00003762506,0.00009650067,0.00004563059,0.000017180297,0.000031472217,0.000020181398,0.00005815639,0.0000014563019],"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":[0.0000020675163,0.000014455342,0.00084125967,0.000051023893,0.000010548526,1.3197621e-7,0.00007378272,0.99516994,0.001384123,0.000046987505,0.0009481323,0.0014575515],"study_design_scores_gemma":[0.00007872151,0.000009880775,0.0024284292,0.000004825656,0.000025699412,3.604848e-7,0.000004790173,0.976656,0.01656768,0.0033493272,0.0008232168,0.000051057767],"about_ca_topic_score_codex":0.00011397669,"about_ca_topic_score_gemma":0.00015517935,"teacher_disagreement_score":0.25356948,"about_ca_system_score_codex":0.00001715118,"about_ca_system_score_gemma":0.000005233842,"threshold_uncertainty_score":0.15343054},"labels":[],"label_agreement":null},{"id":"W2035376257","doi":"10.4043/21842-ms","title":"Safety Case For Gulf Of Mexico - What Would It Mean? A Global Case Study Of The Application Of A Safety Case Regime","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Martec (Canada)","funders":"","keywords":"Documentation; Submarine pipeline; Safety case; Government (linguistics); Asset (computer security); China; Risk analysis (engineering); Business; Safety standards; Computer science; Engineering; Computer security; Political science; Law","score_opus":0.11947024113859073,"score_gpt":0.37701629562458944,"score_spread":0.2575460544859987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035376257","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":[0.9677202,0.00028164964,0.027519569,0.00079824036,0.00017087001,0.0015595639,0.00043056477,0.000014854809,0.0015044942],"genre_scores_gemma":[0.9983886,0.000085310545,0.001201599,0.00012092163,0.000022591246,0.000041437313,0.00000491008,0.000010915188,0.00012372287],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9961569,0.00043405805,0.0016366807,0.0005828069,0.00093472603,0.00025485788],"domain_scores_gemma":[0.99495125,0.0009476363,0.0011784233,0.0020328108,0.0007645223,0.00012534793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003482014,0.00021281141,0.00068857364,0.00013169456,0.0002455837,0.000035277808,0.0008341781,0.0001863928,0.000110592024],"category_scores_gemma":[0.00068843365,0.00013546979,0.0004459712,0.0013028899,0.00023156028,0.00044892725,0.0003094828,0.00015409329,0.000010764326],"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":[0.00653728,0.010228616,0.045292888,0.00017942622,0.0034428232,0.020133344,0.23714967,0.0064203828,0.0007239077,0.01933234,0.0073988144,0.6431605],"study_design_scores_gemma":[0.010288668,0.0028092263,0.005429376,0.00013183444,0.004123478,0.060698953,0.81082374,0.03449301,0.0038776307,0.046099838,0.020003323,0.0012209415],"about_ca_topic_score_codex":0.018339286,"about_ca_topic_score_gemma":0.051654603,"teacher_disagreement_score":0.6419396,"about_ca_system_score_codex":0.000060563463,"about_ca_system_score_gemma":0.000091861715,"threshold_uncertainty_score":0.9881977},"labels":[],"label_agreement":null},{"id":"W2037552572","doi":"10.2118/163408-ms","title":"Maximizing BHA Durability/Reliability: Turbodrill/Impregnated Bit Significantly Reduces Drilling Time in Granite Wash Laterals","year":2013,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Drilling; Abrasive; Drill bit; Borehole; Durability; Bit (key); Reliability (semiconductor); Drill; Petroleum engineering; Engineering; Geology; Computer science; Geotechnical engineering; Mechanical engineering; Power (physics)","score_opus":0.005863169486813473,"score_gpt":0.17105568981743985,"score_spread":0.16519252033062637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037552572","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":[0.99357337,0.000459789,0.0007504068,0.00017448314,0.00053101324,0.00050571916,0.000014367657,0.0011630774,0.0028277764],"genre_scores_gemma":[0.99757975,0.00017402353,0.0015192729,0.000055643573,0.00012678813,0.00007566687,0.000050342416,0.00012057084,0.0002979658],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977106,0.00006120768,0.00067494344,0.00050611317,0.00024700363,0.00080014835],"domain_scores_gemma":[0.99892145,0.00021833941,0.000051221636,0.0005324664,0.000076191915,0.00020031286],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043797947,0.0004203787,0.00049078226,0.00027636287,0.00006327201,0.00016421024,0.00034453147,0.00022214599,0.00025896746],"category_scores_gemma":[0.00010378697,0.00041964574,0.00012954637,0.00045453102,0.00005423143,0.00048433067,0.000048237896,0.00045751833,0.00073667476],"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":[0.0000059400472,0.000047294547,0.00079007156,0.0001895969,0.00007375201,0.000016810733,0.000991953,0.6680674,0.32459852,0.000024081311,0.00061193766,0.004582656],"study_design_scores_gemma":[0.00077271054,0.00006347153,0.004981282,0.00047593098,0.000045237502,0.000013755936,0.00010016396,0.91817343,0.06951132,0.0016870102,0.003039725,0.0011359879],"about_ca_topic_score_codex":0.00023639156,"about_ca_topic_score_gemma":0.00001126267,"teacher_disagreement_score":0.25508723,"about_ca_system_score_codex":0.00015037309,"about_ca_system_score_gemma":0.000014669118,"threshold_uncertainty_score":0.99982554},"labels":[],"label_agreement":null},{"id":"W2038128105","doi":"10.4043/12995-ms","title":"Scotian Slope Mapping Project: The benefits of an integrated regional high-resolution multibeam survey","year":2001,"lang":"en","type":"article","venue":"All Days","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":11,"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":"Geology; Bathymetry; Side-scan sonar; Seabed; Geological survey; Benthic zone; Sonar; Geophysical survey; Oceanography; Remote sensing; Paleontology","score_opus":0.0674642389172546,"score_gpt":0.2457137778413592,"score_spread":0.1782495389241046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038128105","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":[0.9969596,0.00035886056,0.00024337147,0.00030847275,0.00011290711,0.00014882396,0.0001255918,0.000029029483,0.0017133261],"genre_scores_gemma":[0.99700624,0.00017389808,0.0010595386,0.00022563014,0.000033876913,0.0000011784595,0.001399788,0.0000014101591,0.000098469776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922156,0.0001237898,0.00018524445,0.00013163789,0.00015634885,0.0001814314],"domain_scores_gemma":[0.99947846,0.00015138165,0.000079920916,0.00013715462,0.00011067203,0.000042428837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004893558,0.00008301577,0.00009624708,0.000054014065,0.00015049518,0.000035040266,0.00023209397,0.000055029475,0.0006793756],"category_scores_gemma":[0.00009139669,0.000047106907,0.000021257056,0.00039646227,0.000078259094,0.00026130187,0.000009443334,0.000095358846,0.000070606475],"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":[0.00017584316,0.00012165547,0.749146,0.000033612523,0.00005217482,0.0000040383693,0.0015282418,0.053791173,0.000028134586,0.0007401522,0.003376646,0.19100231],"study_design_scores_gemma":[0.00011473708,0.000115969524,0.97085106,0.000014621462,0.000004452755,0.000012626503,0.00023395082,0.013410288,0.000017810651,0.00023220708,0.014913505,0.000078744255],"about_ca_topic_score_codex":0.04592513,"about_ca_topic_score_gemma":0.053422213,"teacher_disagreement_score":0.22170508,"about_ca_system_score_codex":0.0000018009839,"about_ca_system_score_gemma":0.000038935686,"threshold_uncertainty_score":0.9638504},"labels":[],"label_agreement":null},{"id":"W2038634613","doi":"10.2118/105766-ms","title":"How Much is Left of Your Centralizer After Exiting a Casing Window in an Extended-Reach Horizontal Multilateral? Modeling, Yard Tests, and Field Results from Alaska's West Sak Development","year":2007,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Casing; Drag; Centralizer and normalizer; Cycloid; Engineering; Geology; Marine engineering; Mechanical engineering; Mathematics; Aerospace engineering","score_opus":0.01825634467664478,"score_gpt":0.23417137145800168,"score_spread":0.2159150267813569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038634613","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":[0.9822721,0.00042741612,0.0165104,0.0000425814,0.00021770332,0.00012338719,0.000033290955,0.0001430578,0.00023006061],"genre_scores_gemma":[0.98430157,0.000051709816,0.015338694,0.000039504957,0.000120903554,0.000003959099,0.00005640013,0.00005637085,0.000030905732],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998502,0.0000120150635,0.00044797198,0.0003424067,0.00018520073,0.00051040767],"domain_scores_gemma":[0.9994553,0.00008546806,0.000042026866,0.00023470295,0.000032998683,0.00014953106],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024601747,0.00026930938,0.0002719613,0.00014617006,0.000035046134,0.00007981379,0.000119139,0.00016317227,0.000008752942],"category_scores_gemma":[0.000041013234,0.0002855793,0.00004102797,0.00007639728,0.000013425886,0.00026380367,0.000045685603,0.0002594139,0.0000023938296],"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":[0.00075151183,0.00040899776,0.18012375,0.0006739743,0.0005657045,0.0012235361,0.12372417,0.3969139,0.18021502,0.000040898194,0.00031539504,0.115043186],"study_design_scores_gemma":[0.0022453,0.0000939843,0.055014618,0.0007514591,0.000044964007,0.000039577557,0.0013517869,0.82106584,0.11736629,0.000060281276,0.000979308,0.0009866116],"about_ca_topic_score_codex":0.0004708617,"about_ca_topic_score_gemma":0.0009484873,"teacher_disagreement_score":0.42415193,"about_ca_system_score_codex":0.000076618075,"about_ca_system_score_gemma":0.000013502968,"threshold_uncertainty_score":0.99995965},"labels":[],"label_agreement":null},{"id":"W2039594069","doi":"10.2118/112560-ms","title":"A Case History of Casing Directional Drilling in the Norwegian Sector of the North Sea","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Wireline; Casing; Drilling; Directional drilling; Measurement while drilling; Geology; Petroleum engineering; Submarine pipeline; Engineering; Completion (oil and gas wells); Geotechnical engineering; Marine engineering; Mining engineering; Mechanical engineering","score_opus":0.022934932170914885,"score_gpt":0.17613651748899306,"score_spread":0.15320158531807818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039594069","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":[0.9940681,0.0004289633,0.0012252314,0.000009280213,0.00058483786,0.00006792729,0.000008122656,0.000044332784,0.0035632304],"genre_scores_gemma":[0.9995665,0.000041714255,0.00021287729,0.000018403729,0.00007231283,0.0000040923683,0.0000023774408,0.000017945653,0.00006377373],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946505,0.000020798645,0.00017776308,0.00007481093,0.00012898735,0.00013259682],"domain_scores_gemma":[0.99964994,0.00009053568,0.000029299794,0.0001923603,0.00001813714,0.000019718513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010463414,0.00008697165,0.000111563306,0.000056327153,0.000028397804,0.0000019516256,0.00011909144,0.000034102348,0.000008693444],"category_scores_gemma":[0.000020834497,0.00006269748,0.00006406189,0.0001382659,0.00004165596,0.000039818904,0.000012791622,0.0001590559,0.0000016621289],"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":[0.000002319627,0.000015575859,0.014495673,0.000078796045,0.00003298381,0.00015641167,0.006532679,0.97623974,0.0013861831,0.00003601816,0.00074367644,0.00027991558],"study_design_scores_gemma":[0.0007161486,0.000045626082,0.06496481,0.00021437256,0.000072404946,0.00333557,0.00032884013,0.89074594,0.004163686,0.000028112636,0.034843482,0.00054100313],"about_ca_topic_score_codex":0.00036922298,"about_ca_topic_score_gemma":0.00031888028,"teacher_disagreement_score":0.085493825,"about_ca_system_score_codex":0.00014615785,"about_ca_system_score_gemma":0.000033285287,"threshold_uncertainty_score":0.2556729},"labels":[],"label_agreement":null},{"id":"W2039920821","doi":"10.2523/iptc-10785-ms","title":"History and Prospect of Natural Gas Development in China","year":2005,"lang":"en","type":"article","venue":"All Days","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Natural gas field; Natural gas; China; Drilling; Yield (engineering); Tarim basin; Natural gas industry; Structural basin; Stage (stratigraphy); Sichuan basin; Geology; Petroleum engineering; Environmental science; Geography; Engineering; Paleontology; Geochemistry; Materials science; Archaeology","score_opus":0.007934661444716464,"score_gpt":0.19263259304723102,"score_spread":0.18469793160251455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039920821","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":[0.9907017,0.0025176033,0.00009866389,0.00012873221,0.00005500906,0.000046077,2.3884562e-7,0.000042737887,0.006409233],"genre_scores_gemma":[0.99870104,0.000117941025,0.0008611028,0.000024267476,0.000015788846,0.0000047237163,0.000004954022,0.000006159173,0.00026403557],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967957,0.0000052002083,0.00011792015,0.000058210902,0.00006534449,0.00007375238],"domain_scores_gemma":[0.9998985,0.0000037183013,0.000010405702,0.000059041166,0.0000052656223,0.000023064269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005356735,0.000049496986,0.00008265748,0.00007440891,0.0000054986826,0.0000023999085,0.000038866354,0.00002059491,0.000041266438],"category_scores_gemma":[0.000004887522,0.00004450063,0.000013931443,0.00005253104,0.0000107715105,0.00006071396,0.000010401171,0.00006156923,0.000008841578],"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":[0.00009384349,0.00064695114,0.058444325,0.0010283329,0.0013625878,0.0000887427,0.13070562,0.3691581,0.19860566,0.0049293176,0.04191399,0.19302253],"study_design_scores_gemma":[0.0010406167,0.000024317793,0.081631675,0.000056148034,0.000028449616,0.0000052906944,0.00011017308,0.53904176,0.02793602,0.000098790726,0.3495517,0.0004750637],"about_ca_topic_score_codex":0.000012203374,"about_ca_topic_score_gemma":0.00031993003,"teacher_disagreement_score":0.30763772,"about_ca_system_score_codex":0.00010302219,"about_ca_system_score_gemma":0.000010284473,"threshold_uncertainty_score":0.1814683},"labels":[],"label_agreement":null},{"id":"W2040418288","doi":"10.2118/113686-ms","title":"Predesigned Bottomhole Pressure (BHP) in Aerated Drilling Matches in the Field and Improves Drilling Performance in Carbonate Reservoir","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"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 Calgary","funders":"","keywords":"Lost circulation; Drilling; Rate of penetration; Underbalanced drilling; Drilling fluid; Petroleum engineering; Volumetric flow rate; Aeration; Well control; Annulus (botany); Environmental science; Geology; Engineering; Mechanical engineering; Materials science; Waste management; Mechanics","score_opus":0.01091667460025575,"score_gpt":0.1947672898273835,"score_spread":0.18385061522712776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040418288","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":[0.9959906,0.0017610564,0.00033635207,0.00009795833,0.00012598223,0.00022239643,0.000001651089,0.00012103812,0.0013429773],"genre_scores_gemma":[0.99830496,0.0010812776,0.00036447888,0.00005473731,0.000059784925,0.000037882975,0.0000057310995,0.00003378028,0.000057388203],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998932,0.000033889697,0.00029915007,0.00021525247,0.00013364966,0.00038607614],"domain_scores_gemma":[0.99950165,0.00021362718,0.0000212501,0.00021969943,0.000011494891,0.000032272357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003544901,0.00019202997,0.00021756932,0.00017182002,0.000043917426,0.00003657277,0.00019849131,0.00013093303,0.0000024438982],"category_scores_gemma":[0.000046174613,0.00016902103,0.000023001485,0.0003196193,0.000021271155,0.00020911703,0.00003064424,0.00040828725,0.0000021605479],"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":[0.000015629763,0.000015183666,0.012433005,0.00015768528,0.000015234175,0.000033854816,0.00424325,0.9769734,0.0056184744,0.000017279914,0.00007593604,0.00040107762],"study_design_scores_gemma":[0.0004662136,0.000035863206,0.025112532,0.00023756083,0.0000060796974,0.000010705059,0.00014849783,0.9683629,0.004224837,0.000048506932,0.00110792,0.00023836737],"about_ca_topic_score_codex":0.00028908643,"about_ca_topic_score_gemma":0.0002618841,"teacher_disagreement_score":0.012679527,"about_ca_system_score_codex":0.000027515078,"about_ca_system_score_gemma":0.0000117351055,"threshold_uncertainty_score":0.6892478},"labels":[],"label_agreement":null},{"id":"W2041005825","doi":"10.2118/112161-ms","title":"Subsea Production Enhancement—Success and Failure Over Five Years","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"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":"AGE-WELL","keywords":"Subsea; Context (archaeology); Work (physics); Completion (oil and gas wells); Petroleum engineering; Production (economics); Natural gas field; Intervention (counseling); Perforation; Engineering; Marine engineering; Computer science; Geology; Mechanical engineering; Natural gas; Economics","score_opus":0.008053818558367851,"score_gpt":0.1911989804494186,"score_spread":0.18314516189105076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041005825","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":[0.9972396,0.0005006568,0.000792993,0.00008905695,0.0002692894,0.00006454821,0.0000021489539,0.00059253245,0.00044917953],"genre_scores_gemma":[0.9978661,0.00049149914,0.0012512024,0.000008488705,0.00006633587,0.000012516522,0.0000065521135,0.000016381262,0.00028092184],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996045,0.000002226165,0.000065909364,0.00011857582,0.000069765345,0.00013899874],"domain_scores_gemma":[0.9998106,0.0000075768708,0.0000074264353,0.0001438719,0.000008259987,0.000022279135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000025831643,0.000082103004,0.000074989584,0.000053076707,0.000023948125,0.000009686162,0.00006579131,0.000058149206,0.000016105565],"category_scores_gemma":[0.000011896324,0.00008525062,0.000013754405,0.0000819657,0.000031657724,0.00010277447,0.000022450755,0.00010589885,0.000019619138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004167676,0.0002514169,0.051379256,0.00091297587,0.0012055075,0.000464551,0.011161683,0.081932865,0.28932735,0.008151106,0.4556616,0.09951003],"study_design_scores_gemma":[0.0010806565,0.00021229671,0.22672313,0.0001415154,0.00008209446,0.00019523095,0.0003357593,0.012875962,0.27967685,0.00075791683,0.47639441,0.0015241388],"about_ca_topic_score_codex":0.000010194402,"about_ca_topic_score_gemma":0.0000096402955,"teacher_disagreement_score":0.17534389,"about_ca_system_score_codex":0.000017940127,"about_ca_system_score_gemma":0.0000024425892,"threshold_uncertainty_score":0.34764194},"labels":[],"label_agreement":null},{"id":"W2042293848","doi":"10.2118/119818-ms","title":"A Seasonal Solution for Offshore Drilling in an Ice Environment","year":2009,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","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":"Rubble; Sea ice; Arctic ice pack; Lead (geology); Environmental science; Arctic; Fast ice; Oceanography; Submarine pipeline; Geology; Drift ice; Climatology","score_opus":0.01477143192329363,"score_gpt":0.21418481223515914,"score_spread":0.1994133803118655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042293848","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":[0.8593528,0.000936263,0.13714586,0.000349419,0.00019664793,0.0002536218,0.000014578155,0.0011438355,0.00060697494],"genre_scores_gemma":[0.98859036,0.00007250433,0.011180438,0.000022054897,0.000057935955,0.00002100712,0.000028582357,0.000014743229,0.00001239246],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994927,0.0000028722643,0.000097727265,0.00012056172,0.00006435963,0.00022175538],"domain_scores_gemma":[0.9997979,0.000017122298,0.000007257817,0.00014305224,0.0000036124186,0.000031065316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000070146765,0.000097723365,0.000090301044,0.000060525734,0.00001745093,0.000012999348,0.000097635806,0.00008246809,0.0000048725724],"category_scores_gemma":[0.000009305707,0.000104924526,0.000027278016,0.000045786015,0.000008738747,0.000090080204,0.000008215844,0.000100806836,0.000008245976],"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":[0.000019143197,0.000117227275,0.001349227,0.000063549254,0.000040079405,0.000013701869,0.0005634629,0.65436757,0.046063125,0.005125717,0.0018759718,0.29040122],"study_design_scores_gemma":[0.00032159034,0.00015375025,0.013045521,0.000027156157,0.000011648908,0.0000030491722,0.000045174504,0.96038836,0.005137421,0.0014197156,0.019181333,0.00026528622],"about_ca_topic_score_codex":0.000001570214,"about_ca_topic_score_gemma":0.0000066505377,"teacher_disagreement_score":0.30602077,"about_ca_system_score_codex":0.00006595879,"about_ca_system_score_gemma":0.0000024365643,"threshold_uncertainty_score":0.4278698},"labels":[],"label_agreement":null},{"id":"W2043240443","doi":"10.2118/73865-ms","title":"Low Back Pain: An on the Job Occupational Health Issue","year":2002,"lang":"en","type":"article","venue":"All Days","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"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":"","keywords":"Low back pain; Exacerbation; Medicine; Disease; Back pain; Physical therapy; Health care; Physical medicine and rehabilitation; Alternative medicine; Pathology","score_opus":0.042860172249252086,"score_gpt":0.3156892863519455,"score_spread":0.2728291141026934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043240443","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":[0.6773425,0.00043652646,0.00069964107,0.2582635,0.0005080296,0.0017998217,0.000020311829,0.00014474186,0.06078492],"genre_scores_gemma":[0.9544318,0.000046394398,0.00053882797,0.040138837,0.00042634277,0.000017772783,0.00007649393,0.000014423251,0.004309122],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9990486,0.00023820117,0.0001571227,0.00015739405,0.00022740371,0.0001712674],"domain_scores_gemma":[0.9992423,0.00027302964,0.000039898914,0.000289312,0.000039260984,0.00011618303],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00078494713,0.0000802932,0.00010967932,0.000033329718,0.00008438384,0.000010005151,0.0000590995,0.000042802185,0.004137101],"category_scores_gemma":[0.00022542724,0.000047944817,0.00005831596,0.00008257555,0.000049666003,0.000042047548,0.000008030914,0.000120856006,0.0014544047],"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":[0.000096839925,0.001011338,0.013393014,0.0008043319,0.0000723427,0.000003189216,0.0035532357,0.00004746171,0.0012414085,0.007356646,0.90183246,0.0705877],"study_design_scores_gemma":[0.0014598346,0.0040816604,0.68661857,0.000385109,0.000013258532,0.000004844298,0.00058609614,0.013208385,0.000113089736,0.00067441247,0.292597,0.00025774149],"about_ca_topic_score_codex":0.000057282512,"about_ca_topic_score_gemma":0.000025366162,"teacher_disagreement_score":0.6732256,"about_ca_system_score_codex":0.00004319295,"about_ca_system_score_gemma":0.000023005758,"threshold_uncertainty_score":0.99932307},"labels":[],"label_agreement":null},{"id":"W2043258352","doi":"10.2118/149239-ms","title":"A New SAGD Well Pair Placement; a Field Case Review","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Husky Energy (Canada)","funders":"","keywords":"Petroleum engineering; Drilling; Steam-assisted gravity drainage; Oil field; Steam injection; Injector; Oil sands; Completion (oil and gas wells); Engineering; Wellbore; Mining engineering; Geology; Mechanical engineering","score_opus":0.04922243602913828,"score_gpt":0.28384369739239684,"score_spread":0.23462126136325856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043258352","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028671006,0.029951693,0.7945017,0.00038261383,0.0011390304,0.0006541739,0.0000072472844,0.0015841058,0.1431084],"genre_scores_gemma":[0.49011537,0.011861639,0.48270875,0.0031257118,0.0006199285,0.00010087396,0.00003752156,0.00022089685,0.011209301],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994162,0.000025253303,0.00018332395,0.00011085494,0.00008094233,0.00018345872],"domain_scores_gemma":[0.99947363,0.000082280036,0.000014247663,0.00029414133,0.000012656894,0.00012304042],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019889751,0.00011984838,0.00014937301,0.00003809052,0.000017458824,0.000009625117,0.00010488919,0.000054851913,0.0017453374],"category_scores_gemma":[0.000055684362,0.000114819144,0.000059600505,0.0001029307,0.0000029068804,0.000072877956,0.000021192667,0.0001258461,0.00018907203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023269813,0.000041716507,0.00060800585,0.002693258,0.0002902527,0.001438361,0.0016477363,0.21281415,0.00036111247,0.0008992739,0.7412164,0.03796642],"study_design_scores_gemma":[0.0008157292,0.000124259,0.000121378034,0.00068877643,0.00011149233,0.00036750475,0.00003868368,0.14127076,0.003450275,0.00029329897,0.852132,0.0005858379],"about_ca_topic_score_codex":0.00009461575,"about_ca_topic_score_gemma":0.000010279656,"teacher_disagreement_score":0.46144438,"about_ca_system_score_codex":0.00001588193,"about_ca_system_score_gemma":0.000007713752,"threshold_uncertainty_score":0.9991672},"labels":[],"label_agreement":null},{"id":"W2047042298","doi":"10.2118/86672-ms","title":"Field Trials for a Novel Water Deoiling Process for the Upstream Oil and Gas Industry","year":2004,"lang":"en","type":"article","venue":"All Days","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"","keywords":"Petroleum engineering; Environmental science; Petroleum industry; Oil field; Upstream (networking); Produced water; Waste management; Pressure drop; Fossil fuel; Environmental engineering; Process engineering; Engineering","score_opus":0.06615489341107056,"score_gpt":0.30934812350354074,"score_spread":0.24319323009247018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047042298","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":[0.89086455,0.0011160092,0.0802229,0.022724196,0.0011262117,0.0010031217,0.00008482836,0.0011507518,0.0017074294],"genre_scores_gemma":[0.99493086,0.00014824994,0.0034156882,0.00030100974,0.00045569058,0.00042056682,0.000009923787,0.000025628024,0.00029236262],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995514,0.00000301553,0.00015032057,0.000107803644,0.00003899829,0.00014847507],"domain_scores_gemma":[0.99969244,0.00013271156,0.00001612515,0.00010477074,0.00003090843,0.000023018798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034590025,0.00008135489,0.000121241974,0.000021525819,0.00005909793,0.000027658498,0.00007055349,0.00011628256,0.000005889001],"category_scores_gemma":[0.00013905947,0.000047518217,0.00004238588,0.000022215076,0.000011407469,0.000068099645,0.000009780494,0.000108972454,8.0566207e-7],"study_design_candidate":"bench_or_experimental","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":[0.00024719606,0.00012848801,0.00009416477,0.0011166326,0.00042553263,0.0000011198799,0.0044003213,0.01384134,0.066080876,0.0012833158,0.006716006,0.905665],"study_design_scores_gemma":[0.00062725664,0.00008062594,0.0000034866944,0.00003212865,0.000049943843,0.000006926474,0.00010184877,0.0003910273,0.9662686,0.00791965,0.024410535,0.00010795355],"about_ca_topic_score_codex":0.000014681698,"about_ca_topic_score_gemma":0.000007613475,"teacher_disagreement_score":0.90555704,"about_ca_system_score_codex":0.000009116274,"about_ca_system_score_gemma":0.0000069029916,"threshold_uncertainty_score":0.19377367},"labels":[],"label_agreement":null},{"id":"W2047130677","doi":"10.2118/149398-ms","title":"Estimation of Contacted and Original Gas-in-Place for Low Permeability Reservoirs Exhibiting Linear Flow","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":9,"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 Calgary","funders":"ConocoPhillips","keywords":"Permeability (electromagnetism); Petroleum engineering; Material balance; Hydraulic fracturing; Flow (mathematics); Geology; Boundary value problem; Relative permeability; Mechanics; Soil science; Environmental science; Mathematics; Geotechnical engineering; Chemistry; Physics; Engineering; Process engineering; Mathematical analysis","score_opus":0.018121757191930283,"score_gpt":0.24022260136668727,"score_spread":0.22210084417475698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047130677","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":[0.98276895,0.00008417686,0.015903467,0.00004154722,0.000051166167,0.0001482533,0.000014207496,0.000070899994,0.0009173089],"genre_scores_gemma":[0.986504,0.000030431687,0.013333216,0.000008277915,0.000030810468,0.000016676933,0.000028638402,0.000016796277,0.000031133877],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992806,0.000023757802,0.00025039728,0.00015661951,0.000093525545,0.0001951004],"domain_scores_gemma":[0.99955845,0.00011888853,0.000036483234,0.000188812,0.000038324502,0.00005905876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031307733,0.00010714332,0.00020688609,0.000083028965,0.000029554396,0.00000852135,0.00008457452,0.00007440238,0.00004633514],"category_scores_gemma":[0.00015307117,0.00009932497,0.00005440021,0.000099321085,0.00003016135,0.00011841157,0.000017322489,0.00011429627,0.0000040272525],"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":[0.000095744195,0.0000759708,0.0054093003,0.00079500873,0.00011501864,0.000007694179,0.0028566304,0.98288333,0.0023971477,0.000039801478,0.00022503908,0.005099336],"study_design_scores_gemma":[0.00042314306,0.000039438055,0.0031868625,0.00007074975,0.000032952823,0.0000019560832,0.00008252348,0.97965467,0.015859624,0.00014947556,0.00038557334,0.00011301776],"about_ca_topic_score_codex":0.00035649654,"about_ca_topic_score_gemma":0.00026373274,"teacher_disagreement_score":0.013462476,"about_ca_system_score_codex":0.000037228237,"about_ca_system_score_gemma":0.000012577067,"threshold_uncertainty_score":0.40503547},"labels":[],"label_agreement":null},{"id":"W2047393466","doi":"10.2118/165462-ms","title":"A Heuristic Production Model for Cyclic Steam Stimulation in a Fractured Heavy Oil Carbonate Reservoir","year":2013,"lang":"en","type":"article","venue":"All Days","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":3,"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":"Carbonate; Clastic rock; Petroleum engineering; Oil in place; Geology; Steam injection; Oil sands; Oil production; Environmental science; Geochemistry; Petroleum; Asphalt; Sedimentary rock; Paleontology; Materials science","score_opus":0.0181737149249231,"score_gpt":0.25315656686907395,"score_spread":0.23498285194415086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047393466","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":[0.965835,0.00026719278,0.030141661,0.00018679361,0.00021887753,0.00055004895,0.0000104170085,0.00069373916,0.002096318],"genre_scores_gemma":[0.9880208,0.00010123552,0.010605879,0.00005032384,0.00006753178,0.00060945895,0.000041256746,0.0000527105,0.0004508558],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991683,0.00001611483,0.00023203985,0.00022012042,0.000114569215,0.0002489065],"domain_scores_gemma":[0.9995457,0.00006304167,0.00003354331,0.0002671968,0.0000559158,0.000034582023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012782395,0.00014303868,0.00015641138,0.00012397079,0.000021842057,0.000024992354,0.00010392811,0.00011064811,0.000007882783],"category_scores_gemma":[0.00014848192,0.00015033118,0.000038620405,0.00011888261,0.000010826233,0.00032394176,0.000017861106,0.00015873554,0.000014130357],"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":[0.00001993198,0.000026225991,0.00006996998,0.0001240522,0.000013769232,5.168819e-7,0.00036663658,0.95859784,0.031107428,0.000046881352,0.0024964497,0.007130319],"study_design_scores_gemma":[0.00020371504,0.00002924414,0.0010633869,0.00005724703,0.000008475323,8.122364e-7,0.0000058061837,0.9720622,0.013452715,0.012400184,0.0005451962,0.0001710322],"about_ca_topic_score_codex":0.00014337592,"about_ca_topic_score_gemma":0.00021330852,"teacher_disagreement_score":0.022185797,"about_ca_system_score_codex":0.00016454181,"about_ca_system_score_gemma":0.00001307639,"threshold_uncertainty_score":0.61303276},"labels":[],"label_agreement":null},{"id":"W2048478142","doi":"10.2118/166000-ms","title":"Improving the Estimation of Porosity and Permeability Distribution by Linking Basin Modelling to Diagenetic Evolution of Carbonate Reservoirs","year":2013,"lang":"en","type":"article","venue":"All Days","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":2,"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":"Petrobras; CMG Reservoir Simulation Foundation","keywords":"Diagenesis; Geology; Carbonate; Structural basin; Basin modelling; Permeability (electromagnetism); Sedimentary depositional environment; Petrology; Petrophysics; Petroleum reservoir; Geochemistry; Geomorphology; Sedimentary basin; Porosity; Paleontology; Geotechnical engineering","score_opus":0.008909672651572133,"score_gpt":0.19781904088546587,"score_spread":0.18890936823389373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048478142","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":[0.7021752,0.0002230774,0.29721826,0.00011570542,0.000023260443,0.00015722662,0.000018293875,0.000026186313,0.000042764987],"genre_scores_gemma":[0.9990511,0.000043784283,0.00077847915,0.00000795972,0.0000104729825,0.000022551189,0.00007000093,0.000009556504,0.0000061012825],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992299,0.000052624822,0.00028004087,0.00013380876,0.00017271,0.00013088652],"domain_scores_gemma":[0.99952567,0.000053974956,0.00005922427,0.00022381426,0.000082785285,0.00005453296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030549132,0.00008961388,0.000145955,0.000042219115,0.000054634613,0.000022448548,0.000099756304,0.000057953872,0.0000063172765],"category_scores_gemma":[0.00006050575,0.000072549294,0.000043487067,0.00019936384,0.000040701536,0.0001553883,0.000041780644,0.000085753134,0.0000021112305],"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":[0.0000025112217,0.000010849928,0.0011097188,0.000072298266,0.00002105387,4.4820002e-8,0.00047366074,0.9685677,0.02871105,0.00004672571,0.000054431825,0.0009299345],"study_design_scores_gemma":[0.0000754649,0.000017115799,0.003632527,0.000020630452,0.000034362285,2.1468526e-7,0.0001136357,0.9846668,0.010891469,0.00045841082,0.00001670104,0.000072659546],"about_ca_topic_score_codex":0.0020515511,"about_ca_topic_score_gemma":0.00006576391,"teacher_disagreement_score":0.29687586,"about_ca_system_score_codex":0.00008132188,"about_ca_system_score_gemma":0.000010302512,"threshold_uncertainty_score":0.31013453},"labels":[],"label_agreement":null},{"id":"W2048626579","doi":"10.2118/94101-ms","title":"Development of Systematic Hydraulic Fracturing Technology for a Naturally Fractured Reservoir","year":2005,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Petroleum engineering; Geology; Hydraulic fracturing; Water injection (oil production); Well stimulation; Permeability (electromagnetism); Geotechnical engineering; Oil in place; Fracturing fluid; Petroleum; Reservoir engineering","score_opus":0.014337503018697583,"score_gpt":0.2439507445920533,"score_spread":0.22961324157335572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048626579","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":[0.9161323,0.009919117,0.06590409,0.0017512109,0.00037010614,0.0014636564,0.0000144408605,0.001274853,0.0031702283],"genre_scores_gemma":[0.96052223,0.00003973896,0.03884916,0.000092518,0.000095914904,0.00015801695,0.000023035293,0.00004971644,0.00016964578],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99838626,0.000017430439,0.0006851255,0.0002395954,0.00025692157,0.00041467487],"domain_scores_gemma":[0.9990592,0.00013218021,0.00012649132,0.0005155417,0.00007956185,0.00008702947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030213397,0.00024885644,0.00055577955,0.00038458148,0.000090464375,0.000025762214,0.0004890099,0.0002609407,0.000029572786],"category_scores_gemma":[0.00015260313,0.00020309741,0.0001603047,0.00027479432,0.000030195912,0.00013204025,0.00006471241,0.00027303162,0.00004467094],"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":[0.000033278782,0.0001330119,0.00006959974,0.023887178,0.0020635326,0.0000120253235,0.005330444,0.93444234,0.02488011,0.00010606623,0.0028283312,0.00621407],"study_design_scores_gemma":[0.0016088913,0.000074016316,0.0005675201,0.0041208966,0.00051205436,0.000029370101,0.00060226343,0.28319025,0.48175952,0.00051772303,0.22574955,0.0012679715],"about_ca_topic_score_codex":0.000006573979,"about_ca_topic_score_gemma":0.00010294896,"teacher_disagreement_score":0.6512521,"about_ca_system_score_codex":0.000126705,"about_ca_system_score_gemma":0.000033655317,"threshold_uncertainty_score":0.8282072},"labels":[],"label_agreement":null},{"id":"W2051092305","doi":"10.2118/107123-ms","title":"Fracturing Water-Sensitive Tuffaceous Reservoirs","year":2007,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"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 Waterloo","funders":"","keywords":"Hydraulic fracturing; Geology; Permeability (electromagnetism); Fracture (geology); Petroleum engineering; Geotechnical engineering; Chemistry","score_opus":0.00878349980767257,"score_gpt":0.22258207608145184,"score_spread":0.21379857627377927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051092305","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":[0.9329652,0.0002274859,0.017924704,0.00027216124,0.00034712293,0.00008879813,0.0000041073686,0.0006191493,0.04755127],"genre_scores_gemma":[0.99825436,0.00006826378,0.00047112993,0.00014526554,0.00024842445,0.000002947149,0.000031935633,0.000049376045,0.0007283],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986438,0.000018822517,0.00025418567,0.00021986106,0.00024126336,0.0006220808],"domain_scores_gemma":[0.999307,0.000091610134,0.000016835702,0.00037055326,0.000036022182,0.00017798206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041339285,0.00019852322,0.00021478906,0.00015945002,0.00009290554,0.000043493954,0.00019629239,0.00013520093,0.00012767351],"category_scores_gemma":[0.000027528464,0.0001504669,0.00012166608,0.000115675175,0.00003343744,0.00012281272,0.000063193715,0.00032792072,0.00052319595],"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":[0.000031096868,0.00004651438,0.00029833193,0.0000979869,0.0005340569,0.0008263425,0.003921296,0.93608934,0.048097655,0.000018889321,0.0051609427,0.0048775733],"study_design_scores_gemma":[0.0003832721,0.00003755706,0.0027081901,0.000045046643,0.00009359435,0.000047792724,0.0004430638,0.024087528,0.805714,0.00019973812,0.16564418,0.00059604977],"about_ca_topic_score_codex":0.0001773882,"about_ca_topic_score_gemma":0.00020058264,"teacher_disagreement_score":0.9120018,"about_ca_system_score_codex":0.00008314663,"about_ca_system_score_gemma":0.000004210104,"threshold_uncertainty_score":0.67248},"labels":[],"label_agreement":null},{"id":"W2052509374","doi":"10.2523/iptc-13347-ms","title":"Water Sustainability and the Petroleum Industry","year":2009,"lang":"en","type":"article","venue":"All Days","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Dispose pattern; Sustainability; Business; Petroleum industry; Downstream (manufacturing); Petroleum; Upstream (networking); Water use; Agriculture; License; Natural resource economics; Oil refinery; Environmental science; Waste management; Engineering; Environmental engineering; Computer science; Marketing; Economics","score_opus":0.009889643073810267,"score_gpt":0.25459183434758864,"score_spread":0.24470219127377837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052509374","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":[0.9819764,0.00019953796,0.01157203,0.0017379267,0.000088084176,0.00008383643,6.5302e-7,0.00019480172,0.0041467366],"genre_scores_gemma":[0.99889547,0.00001466722,0.00061131513,0.000092638315,0.0000553454,0.000004379733,0.0000021700325,0.000007502162,0.0003164997],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995676,0.0000357993,0.000093899114,0.00007360851,0.000065254746,0.00016378333],"domain_scores_gemma":[0.99968475,0.00006504067,0.0000037451737,0.00018642102,0.00001810201,0.000041947296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037069293,0.00007370405,0.0000894708,0.000022549993,0.00003083412,0.000032084117,0.00007536311,0.00008640132,0.000021422838],"category_scores_gemma":[0.000052418443,0.000042106793,0.000024503137,0.000031928626,0.000026158035,0.00005866439,0.000013169473,0.00024761542,0.000004122444],"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":[0.000008653871,0.0000033985325,0.00029540926,0.000014982415,0.000012022471,0.0000020376851,0.0003523571,0.99526256,0.00020457791,0.001537572,0.00031378563,0.0019926298],"study_design_scores_gemma":[0.0013168036,0.00002488423,0.013055908,0.0000053495287,0.000017878496,0.000006832255,0.00010793346,0.92710185,0.001864504,0.01449916,0.04180353,0.00019534623],"about_ca_topic_score_codex":0.000006366605,"about_ca_topic_score_gemma":3.5573865e-7,"teacher_disagreement_score":0.068160705,"about_ca_system_score_codex":0.0000230468,"about_ca_system_score_gemma":0.0000027798903,"threshold_uncertainty_score":0.17170653},"labels":[],"label_agreement":null},{"id":"W2054461703","doi":"10.2118/165531-ms","title":"Optimal Application Conditions of Solvent Injection into Oilsands to Minimize the Effect of Asphaltene Deposition: An Experimental Investigation","year":2013,"lang":"en","type":"article","venue":"All Days","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":13,"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 Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Asphaltene; Solvent; Alkane; Hydrocarbon; Hexane; Propane; Light crude oil; Chemical engineering; Oil sands; Decane; Chemistry; Materials science; Petroleum engineering; Analytical Chemistry (journal); Chromatography; Organic chemistry; Geology; Composite material; Asphalt","score_opus":0.008274619042047788,"score_gpt":0.26642405185778595,"score_spread":0.25814943281573816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054461703","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":[0.9956872,0.00008662803,0.0030832854,0.00016863404,0.000016146929,0.000034873494,0.0000072831554,0.000029015666,0.00088691904],"genre_scores_gemma":[0.99783975,0.0000018928213,0.0014534369,0.00005229469,0.00006197531,0.00027135358,0.0002420192,0.000009003361,0.0000682966],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993127,0.000036022648,0.00023426767,0.00016644498,0.00015967514,0.00009088915],"domain_scores_gemma":[0.999437,0.000049167345,0.00015209272,0.00022456201,0.00006569859,0.0000714786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105182626,0.000094131414,0.00014131986,0.00004648523,0.000099953686,0.000023787217,0.00012475447,0.000057094996,0.00011666521],"category_scores_gemma":[0.000019590325,0.000072964314,0.0000639128,0.0001356565,0.00007058046,0.00015741837,0.000025349467,0.00006041511,0.000011478112],"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":[0.00002144086,0.000054533193,0.0015673896,0.000052083837,0.000042829048,1.0620206e-7,0.000572713,0.0017187616,0.9938157,0.000024411145,0.00007325817,0.0020567563],"study_design_scores_gemma":[0.00030395805,0.00017348697,0.00076128944,0.00003484912,0.00008881444,0.000003626767,0.00041938573,0.00964105,0.9884356,0.00004618797,0.000017858443,0.00007388734],"about_ca_topic_score_codex":0.0005150919,"about_ca_topic_score_gemma":0.0000067460655,"teacher_disagreement_score":0.007922289,"about_ca_system_score_codex":0.00004018767,"about_ca_system_score_gemma":0.000015062549,"threshold_uncertainty_score":0.29753986},"labels":[],"label_agreement":null},{"id":"W2054544343","doi":"10.2523/iptc-14974-ms","title":"Numerical Simulation of ES-SAGD Process in Athabasca Oil Sands with Top Water and Gas Thief Zones","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","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":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Oil sands; Steam-assisted gravity drainage; Geomechanics; Petroleum engineering; Steam injection; Geology; Asphalt; Oil field; Enhanced oil recovery; Unconventional oil; Geotechnical engineering; Computer simulation; Reservoir simulation; Mechanics; Materials science","score_opus":0.012262822432037255,"score_gpt":0.22864296119586247,"score_spread":0.21638013876382522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054544343","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":[0.9881958,0.00006178788,0.0054728803,0.0000073212955,0.000019381092,0.00004502564,0.0000015203955,0.00014103716,0.0060552587],"genre_scores_gemma":[0.99720156,0.0000658039,0.0026433705,0.00001248868,0.000010386858,0.000017659639,0.0000066789435,0.000020921494,0.000021139698],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953717,0.0000083480545,0.00012803641,0.00010860708,0.00007931625,0.00013854362],"domain_scores_gemma":[0.999804,0.000025193736,0.000015915164,0.00010740778,0.00002239333,0.000025065197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006314664,0.00009309347,0.00012957054,0.00005672729,0.000007702358,0.0000057867787,0.000060084956,0.00005680096,0.000031781707],"category_scores_gemma":[0.000007876679,0.000067698726,0.000012897476,0.00006686085,0.000019898485,0.00017034223,0.000012618634,0.00007774371,0.0000026890912],"study_design_candidate":"bench_or_experimental","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":[0.0009225212,0.0006643744,0.277449,0.003673151,0.0003952662,0.00012490933,0.06778198,0.39302215,0.06251146,0.0011555271,0.00027381332,0.19202587],"study_design_scores_gemma":[0.0005626043,0.00031744063,0.013858048,0.00022114973,0.000023229879,0.000008131648,0.0000758808,0.08023951,0.9020668,0.0018491568,0.00040954072,0.00036845097],"about_ca_topic_score_codex":0.00004768001,"about_ca_topic_score_gemma":0.000027794862,"teacher_disagreement_score":0.8395554,"about_ca_system_score_codex":0.000013788623,"about_ca_system_score_gemma":0.0000037695934,"threshold_uncertainty_score":0.27606738},"labels":[],"label_agreement":null},{"id":"W2055637556","doi":"10.2118/137271-ms","title":"Reliability Improvement of Progressive Cavity Pump in A Deep Heavy Oil Reservoir","year":2010,"lang":"en","type":"article","venue":"All Days","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":3,"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 Regina","funders":"","keywords":"Torque; Petroleum engineering; Oil well; Reliability (semiconductor); Thread (computing); Progressive cavity pump; Oil field; Oil production; Geology; Mechanics; Engineering; Materials science; Geotechnical engineering; Mechanical engineering; Hydraulic pump; Piston pump; Physics; Power (physics)","score_opus":0.007550473784154261,"score_gpt":0.23829697560283292,"score_spread":0.23074650181867865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055637556","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":[0.9971047,0.00008007648,0.000023795244,0.00027212437,0.0002752672,0.00011279509,0.000006614885,0.00022631582,0.0018983315],"genre_scores_gemma":[0.99723065,0.00004319245,0.0024683217,0.000024250448,0.00006488066,0.00008506137,0.000006132124,0.000014282965,0.00006322155],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992814,0.000012564314,0.0002306765,0.00017883976,0.00011746004,0.00017902842],"domain_scores_gemma":[0.9994243,0.00001818099,0.00003472203,0.00041482525,0.00006350019,0.00004450449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033157066,0.000096896416,0.00013972951,0.000055257577,0.000014950877,0.000008492578,0.00014061717,0.000086429674,0.000043700533],"category_scores_gemma":[0.00009195323,0.000089116475,0.000036280686,0.000117312025,0.000052894407,0.0001145214,0.000049888895,0.0002867687,0.000005950865],"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":[0.000089766516,0.0007970863,0.009507725,0.0009868197,0.0000613911,0.000019434585,0.0018985217,0.0012405518,0.5998302,0.00041592043,0.0025004467,0.3826521],"study_design_scores_gemma":[0.00022888706,0.00013212628,0.0089987125,0.00002608474,0.00000751784,0.0000029684427,0.00003359274,0.0009997773,0.97993535,0.0030676164,0.0063998727,0.00016749956],"about_ca_topic_score_codex":0.0002781322,"about_ca_topic_score_gemma":0.00043773133,"teacher_disagreement_score":0.3824846,"about_ca_system_score_codex":0.000035849094,"about_ca_system_score_gemma":0.000011656816,"threshold_uncertainty_score":0.36340642},"labels":[],"label_agreement":null},{"id":"W2057708202","doi":"10.4043/21387-ms","title":"Aging Impact on Thermal Performance of the Aspen Wet Insulated Flowlines","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Subsea; Petroleum; Canyon; Petroleum engineering; Pigging; Environmental science; Marine engineering; Engineering; Geology; Pipeline transport; Environmental engineering","score_opus":0.016625952993908923,"score_gpt":0.19981020382756,"score_spread":0.18318425083365109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057708202","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":[0.9943696,0.00011055842,0.000026134814,0.0000119229935,0.00023216297,0.000055225773,0.000004083745,0.00043254122,0.0047577503],"genre_scores_gemma":[0.9996937,0.000036588757,0.00018919748,0.000007084808,0.000025559766,0.0000034685927,0.0000016358816,0.000021224892,0.000021531094],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9995962,0.000004425907,0.00010369721,0.00006649349,0.00007110323,0.00015808603],"domain_scores_gemma":[0.999656,0.000015154594,0.000015870495,0.00028522647,0.000011439515,0.000016260554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052903408,0.00011069663,0.00009908835,0.000050233124,0.000019007308,0.000004837975,0.00024718998,0.000058880792,0.00003211409],"category_scores_gemma":[0.000012722527,0.00006780714,0.000050562765,0.00011907585,0.00002434113,0.00005509581,0.0000391149,0.00015323688,0.000020938853],"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":[0.00006242556,0.00013461128,0.11793515,0.00027211392,0.0007245671,0.0000143346315,0.0032607017,0.7172463,0.10683617,0.0016237486,0.0013253978,0.050564457],"study_design_scores_gemma":[0.00022255254,0.00014207365,0.5469598,0.000113910646,0.000024266577,0.000005311364,0.000028145574,0.12826553,0.32333514,0.00006807956,0.00059092615,0.00024423286],"about_ca_topic_score_codex":0.000019505254,"about_ca_topic_score_gemma":0.0000013010106,"teacher_disagreement_score":0.5889808,"about_ca_system_score_codex":0.000016906226,"about_ca_system_score_gemma":0.0000041966823,"threshold_uncertainty_score":0.2765095},"labels":[],"label_agreement":null},{"id":"W2059329283","doi":"10.2118/163499-ms","title":"Subsea Cap &amp; Contain Method for a Deepwater Tension Leg Platform","year":2013,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Delmar (Canada)","funders":"","keywords":"Subsea; Containment (computer programming); Marine engineering; Stack (abstract data type); Software deployment; Clearance; Engineering; Computer science","score_opus":0.023771570569073145,"score_gpt":0.24289011967984925,"score_spread":0.2191185491107761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059329283","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32130244,0.0005598183,0.671843,0.00050972006,0.0006468002,0.0006441721,0.000018589471,0.0029574118,0.001518072],"genre_scores_gemma":[0.834288,0.000032754528,0.16486752,0.00007812245,0.000070290924,0.00018678569,0.000046551857,0.000056511934,0.00037346498],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930274,0.0000033419544,0.00014516794,0.0001441383,0.00007194494,0.00033267078],"domain_scores_gemma":[0.9995319,0.000098704026,0.00001176269,0.00026993244,0.000036888,0.00005081004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011088304,0.00015688606,0.00017129509,0.00008405468,0.000030611365,0.00003732289,0.00014831734,0.00014474214,0.00004592034],"category_scores_gemma":[0.000052550073,0.00013126046,0.00006118098,0.000061398205,0.000013498491,0.00013391874,0.000033885433,0.00013941637,0.0001958731],"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":[0.00003221751,0.00008659399,0.0006794786,0.0006082987,0.0007039159,0.000020519195,0.0015493925,0.060659904,0.46021646,0.018437501,0.308422,0.1485837],"study_design_scores_gemma":[0.0011723953,0.00014514306,0.0017882581,0.00006883346,0.000078443576,0.00004085561,0.0002383145,0.37289205,0.09648362,0.012182279,0.51392007,0.0009897691],"about_ca_topic_score_codex":0.000101846,"about_ca_topic_score_gemma":0.000043825927,"teacher_disagreement_score":0.5129855,"about_ca_system_score_codex":0.000037444985,"about_ca_system_score_gemma":0.0000034466386,"threshold_uncertainty_score":0.5352646},"labels":[],"label_agreement":null},{"id":"W2062025075","doi":"10.2118/69424-ms","title":"Problems in Gas Hydrates: Practical Guidelines for Field Remediation","year":2001,"lang":"en","type":"article","venue":"All Days","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Martec (Canada); Dalhousie University","funders":"","keywords":"Flow assurance; Clathrate hydrate; Software deployment; Natural gas; Petroleum industry; Hydrate; Biochemical engineering; Computer science; Process engineering; Petroleum engineering; Production (economics); Fossil fuel; Environmental science; Risk analysis (engineering); Waste management; Chemistry; Engineering; Business; Environmental engineering","score_opus":0.07891396344480729,"score_gpt":0.34078449951135453,"score_spread":0.26187053606654725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062025075","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":[0.38275698,0.0029576311,0.31829506,0.22306436,0.005102596,0.004345693,0.00002423679,0.007063774,0.056389675],"genre_scores_gemma":[0.928526,0.0026221557,0.06473101,0.0017760146,0.0011291102,0.00038357836,0.00006304629,0.000052404757,0.00071670196],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952316,0.0000063583702,0.00018529169,0.000101004494,0.000058086323,0.00012607772],"domain_scores_gemma":[0.9997337,0.000055302142,0.00001653748,0.00010322188,0.000068731344,0.000022513279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019097315,0.00006233245,0.00006951668,0.00005100666,0.000011738585,0.000013471954,0.00003971043,0.00006070902,0.000024716228],"category_scores_gemma":[0.00039136957,0.00005907471,0.00001965281,0.00008095239,0.000004500089,0.00015237156,0.0000068375202,0.000073552845,0.000013743741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033244596,0.00011166007,0.0034071244,0.00019213383,0.000042437754,0.000010348733,0.00066017546,0.010544119,0.016649885,0.0010451921,0.77839285,0.18891083],"study_design_scores_gemma":[0.00047462192,0.00020529266,0.00033235227,0.00006731976,0.00001816995,0.000028521208,0.00007039585,0.04397061,0.12214901,0.024005547,0.8083532,0.00032495405],"about_ca_topic_score_codex":0.000028913975,"about_ca_topic_score_gemma":0.000082285515,"teacher_disagreement_score":0.54576904,"about_ca_system_score_codex":0.000018794533,"about_ca_system_score_gemma":0.000006198533,"threshold_uncertainty_score":0.24089968},"labels":[],"label_agreement":null},{"id":"W2062146320","doi":"10.4043/21826-ms","title":"Review of Cabled Observatory Systems and Their Applications to Deep Water Oil and Gas","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"OceanWorks International (Canada)","funders":"","keywords":"Subsea; Observatory; Scientific instrument; Marine engineering; Engineering; Remote sensing; Environmental science; Geology","score_opus":0.025836161867314147,"score_gpt":0.1979476471759827,"score_spread":0.17211148530866854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062146320","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40164632,0.5532186,0.02294016,0.00040186182,0.00045224145,0.0007070863,0.00004330671,0.002504645,0.018085789],"genre_scores_gemma":[0.9618895,0.036073074,0.001678054,0.000060997754,0.000020439125,0.00018739121,0.0000067182523,0.000026357951,0.000057481197],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996806,0.0000034789189,0.00010780924,0.00007961036,0.00002322938,0.0001052717],"domain_scores_gemma":[0.99973494,0.000012525455,0.0000071443246,0.00019621865,0.000015357202,0.000033836022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007328923,0.00007816236,0.00013705474,0.000029898552,0.000011102378,0.000004516054,0.00007473915,0.000039029102,0.00000401152],"category_scores_gemma":[0.000006657402,0.000054837226,0.000011506736,0.000043413995,0.0000150919,0.000028784474,0.000035494555,0.000048298356,0.0000072701046],"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":[0.000014584417,0.00015404525,0.003090787,0.12329438,0.0011938515,0.000016085274,0.010703133,0.0038716816,0.14936155,0.029758507,0.01785006,0.6606913],"study_design_scores_gemma":[0.00041025097,0.00013892862,0.0016875657,0.0054763793,0.00015005436,0.000054831617,0.00057927455,0.010726703,0.06709289,0.0008853531,0.91181576,0.0009820053],"about_ca_topic_score_codex":0.000019086496,"about_ca_topic_score_gemma":0.0000032147072,"teacher_disagreement_score":0.8939657,"about_ca_system_score_codex":0.0000064873416,"about_ca_system_score_gemma":0.0000011332113,"threshold_uncertainty_score":0.22361971},"labels":[],"label_agreement":null},{"id":"W2065268653","doi":"10.2118/162831-ms","title":"Multiwell Analysis of Multifractured Horizontal Wells in Tight/Shale Gas Reservoirs","year":2012,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","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 Calgary","funders":"ConocoPhillips","keywords":"Petroleum engineering; Shale gas; Directional drilling; Tight gas; Oil shale; Drilling; Geology; Tight oil; Completion (oil and gas wells); Fracture (geology); Fossil fuel; Hydraulic fracturing; Engineering; Geotechnical engineering; Mechanical engineering; Waste management","score_opus":0.011516039517335397,"score_gpt":0.23592068721111162,"score_spread":0.22440464769377622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065268653","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":[0.99044496,0.0011293517,0.0007980227,0.00007916715,0.000208603,0.00010505735,0.000030908,0.00011516954,0.0070887837],"genre_scores_gemma":[0.9985935,0.00022160936,0.0006534071,0.0000364426,0.000103953615,0.00001719654,0.00010786303,0.000035207082,0.00023081504],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984805,0.00006219704,0.00043618007,0.000209946,0.00028480316,0.000526349],"domain_scores_gemma":[0.9990618,0.00013512118,0.000066283676,0.0005181799,0.000029941917,0.0001886763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003473446,0.00022241566,0.0005259153,0.0006843234,0.00002937916,0.000015916976,0.00028871078,0.00017789708,0.0004093618],"category_scores_gemma":[0.000051363128,0.0001953107,0.00031982883,0.0010161254,0.000039249484,0.00022031009,0.000056203535,0.00028332678,0.00009635732],"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":[0.000026828438,0.00022971164,0.057243105,0.000079647274,0.0025289953,0.000017120545,0.0026986988,0.92590696,0.0077630025,0.000011696994,0.0023965582,0.0010976765],"study_design_scores_gemma":[0.0009783368,0.00006157808,0.16697446,0.000051005536,0.0018289648,0.0000027424403,0.00037160917,0.7437761,0.04135052,0.00002164566,0.043864544,0.00071850274],"about_ca_topic_score_codex":0.0017190127,"about_ca_topic_score_gemma":0.00076336507,"teacher_disagreement_score":0.18213087,"about_ca_system_score_codex":0.000088517336,"about_ca_system_score_gemma":0.000007828469,"threshold_uncertainty_score":0.7964539},"labels":[],"label_agreement":null},{"id":"W2067456580","doi":"10.2118/106603-ms","title":"Reconstruction of 3D Network Model Through CT Scanning","year":2007,"lang":"en","type":"article","venue":"All Days","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","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 Calgary","funders":"","keywords":"Network model; Capillary pressure; Porosity; Relative permeability; Tomography; Equivalence (formal languages); Computer science; Permeability (electromagnetism); Capillary action; Geometry; 3d model; Geology; Porous medium; Materials science; Artificial intelligence; Mathematics; Optics; Physics; Geotechnical engineering; Composite material; Chemistry","score_opus":0.016606495509057066,"score_gpt":0.2484842507787566,"score_spread":0.23187775526969953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067456580","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27509725,0.00036532624,0.60067505,0.0000043883583,0.00033326796,0.000076224824,0.0000029925106,0.00054991734,0.122895606],"genre_scores_gemma":[0.7873754,0.00019554875,0.21222065,0.00003537408,0.0000832427,0.0000039938427,0.000003861946,0.000025731271,0.000056196404],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993874,0.0000048565207,0.00020598355,0.000098933335,0.00008147231,0.00022135262],"domain_scores_gemma":[0.99971277,0.000038926162,0.00003714314,0.00016585368,0.00002150316,0.000023813136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018677385,0.000090434834,0.00012319708,0.000032284977,0.00001875664,0.000005771593,0.000084641775,0.000047673773,0.000018032038],"category_scores_gemma":[0.0000112386,0.000101008685,0.000035388053,0.00011548906,0.00002296245,0.00019598813,0.000016959213,0.00011762795,0.0000061163178],"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":[0.000009199643,0.000007945117,0.00087866426,0.000061338724,0.000055343677,0.000005311275,0.0002375578,0.8502787,0.02107802,0.002341938,0.0047219032,0.12032408],"study_design_scores_gemma":[0.00032478417,0.00007565772,0.00090338266,0.0004042882,0.000048822087,0.00007560062,0.000058807647,0.49892434,0.449861,0.04131165,0.0073983916,0.00061328924],"about_ca_topic_score_codex":0.000021679574,"about_ca_topic_score_gemma":0.000029894842,"teacher_disagreement_score":0.51227814,"about_ca_system_score_codex":0.000054252283,"about_ca_system_score_gemma":0.0000065282497,"threshold_uncertainty_score":0.41190147},"labels":[],"label_agreement":null},{"id":"W2072015005","doi":"10.2118/163402-ms","title":"Delivering Consistent Top Quartile Drilling Performance Without Compromise","year":2013,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada); Suncor Energy (Canada)","funders":"","keywords":"Operator (biology); Engineering; Leverage (statistics); Operations management; Computer science; Engineering management","score_opus":0.009170997975133148,"score_gpt":0.17660361433088134,"score_spread":0.1674326163557482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072015005","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":[0.9770878,0.0003747867,0.0142924255,0.000018711677,0.0004809999,0.00016649152,0.0000016947931,0.0007198047,0.0068572694],"genre_scores_gemma":[0.9965942,0.00015635659,0.00288072,0.000044790377,0.00011043486,0.000039350874,0.000008331815,0.000050625,0.00011517385],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991194,0.00000595524,0.00021902555,0.00016446639,0.00012197921,0.00036915045],"domain_scores_gemma":[0.9995568,0.000028150855,0.000018462722,0.00024313894,0.000031426018,0.000122011865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007418829,0.00018256645,0.0001819643,0.00005760624,0.000058585287,0.00006596726,0.00013555378,0.000059841095,0.00011002361],"category_scores_gemma":[0.0000062673394,0.00018544178,0.0000509677,0.00007446132,0.000019820329,0.00020997197,0.000027548655,0.00016556073,0.0005667912],"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":[0.0000017216428,0.00000964851,0.0025644258,0.00012962897,0.000055895558,0.0000027704486,0.00042683803,0.9714171,0.013041102,0.000040907675,0.000533324,0.011776619],"study_design_scores_gemma":[0.00022177721,0.000021433549,0.0024350134,0.000080983795,0.000014403749,0.000009102346,0.000034452525,0.9790365,0.009596465,0.000014085904,0.008264664,0.0002711003],"about_ca_topic_score_codex":0.00009953288,"about_ca_topic_score_gemma":0.0000052271675,"teacher_disagreement_score":0.0195064,"about_ca_system_score_codex":0.000046515466,"about_ca_system_score_gemma":0.00000480759,"threshold_uncertainty_score":0.7562096},"labels":[],"label_agreement":null},{"id":"W2073643846","doi":"10.2118/103230-ms","title":"Characterization of Operative Mechanisms in Gravity Drainage Field Projects Through Dimensional Analysis","year":2006,"lang":"en","type":"article","venue":"All Days","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":41,"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":"Dimensionless quantity; API gravity; Drainage; Multiphase flow; Capillary action; Petroleum engineering; Geology; Mechanics; Petrophysics; Geotechnical engineering; Physics; Porosity; Thermodynamics","score_opus":0.00814251736640957,"score_gpt":0.23956599043501967,"score_spread":0.2314234730686101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073643846","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":[0.84921294,0.000013623677,0.14476909,0.00002742433,0.000050771945,0.00017218727,0.000022965036,0.00013563261,0.005595381],"genre_scores_gemma":[0.9905798,0.000012434927,0.009069724,0.00006342063,0.000012238018,0.000032533757,0.00015479485,0.000012220254,0.000062855645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994137,0.000023757384,0.0001941925,0.0001325429,0.000110729045,0.00012505332],"domain_scores_gemma":[0.9997446,0.000041084713,0.000034987497,0.00013947839,0.000029686224,0.00001018086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008371899,0.00009827513,0.00018889311,0.0001249543,0.0000126316945,0.000009582634,0.000074024945,0.00007517915,0.000034783272],"category_scores_gemma":[0.000013511546,0.0000986124,0.00005354784,0.0004124361,0.0000094226325,0.00020568984,0.000022878716,0.00008624921,0.0000026024074],"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":[0.000006256531,0.000041192492,0.00038352265,0.000023299695,0.00007323091,0.0000056356407,0.00029941212,0.0048794155,0.9834484,0.0104755,0.000057416306,0.00030673965],"study_design_scores_gemma":[0.00009657453,0.000044161057,0.009283727,0.000022544255,0.000040189407,4.4278428e-7,0.000009112627,0.009217662,0.97006005,0.011026639,0.00007176834,0.00012710941],"about_ca_topic_score_codex":0.00031035877,"about_ca_topic_score_gemma":0.00047155918,"teacher_disagreement_score":0.14136685,"about_ca_system_score_codex":0.000041259293,"about_ca_system_score_gemma":0.0000072313683,"threshold_uncertainty_score":0.4021297},"labels":[],"label_agreement":null},{"id":"W2074042057","doi":"10.2118/132371-ms","title":"Surface Microseismic Monitoring of Slick Water and Nitrogen Fracture Stimulations, Arkoma Basin, Oklahoma","year":2010,"lang":"en","type":"article","venue":"All Days","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","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":"Microsemi (Canada)","funders":"","keywords":"Geophone; Microseism; Geology; Oil shale; Seismology; Fracture (geology); Structural basin; Surface water; Hydrology (agriculture); Environmental science; Geomorphology; Geotechnical engineering","score_opus":0.010313907019932834,"score_gpt":0.2199022256561785,"score_spread":0.20958831863624566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074042057","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":[0.99851,0.00031129565,0.000033033048,0.0005471787,0.00016917686,0.00005493931,0.000070359434,0.000016485226,0.00028752274],"genre_scores_gemma":[0.9973688,0.000062654944,0.0018283095,0.00030913184,0.000120441255,1.20144e-7,0.00017553025,0.0000041070266,0.00013089554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992803,0.000022686974,0.00016949982,0.00018862975,0.00012945037,0.00020947319],"domain_scores_gemma":[0.99954563,0.00007835339,0.000047485275,0.00018566716,0.000032256994,0.00011062573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001389216,0.00010950278,0.00016005943,0.00004292953,0.00010318769,0.000046850244,0.00012539102,0.000079869795,0.0008123963],"category_scores_gemma":[0.0000147190885,0.00007598515,0.00005680553,0.000068905974,0.000055039036,0.00013154688,0.000013484754,0.0001492415,0.00005039715],"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":[0.00000879727,0.000008593549,0.9773661,0.000008524378,0.000049574795,0.000004438802,0.00021211973,0.0034665868,0.016744547,0.0000038305784,0.00030835185,0.0018185289],"study_design_scores_gemma":[0.000298937,0.000043426036,0.91685385,0.000011379092,0.00009483909,0.00001549731,0.00021498399,0.014418937,0.027544565,0.001346236,0.038924634,0.00023271468],"about_ca_topic_score_codex":0.003257139,"about_ca_topic_score_gemma":0.00012575791,"teacher_disagreement_score":0.06051226,"about_ca_system_score_codex":0.0000010049548,"about_ca_system_score_gemma":0.000012048169,"threshold_uncertainty_score":0.88951695},"labels":[],"label_agreement":null},{"id":"W2077106183","doi":"10.4043/20698-ms","title":"SS: Atlantic Canada","year":2010,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","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":"Nuclear decommissioning; Submarine pipeline; Subsea; Arctic; Work (physics); Production (economics); Service (business); Engineering; Oceanography; Environmental planning; Environmental resource management; Environmental science; Geology; Marine engineering; Business","score_opus":0.003348647382265822,"score_gpt":0.15467743866477354,"score_spread":0.15132879128250773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077106183","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":[0.98533183,0.00009022141,0.00031961454,0.00014763058,0.0022761414,0.000034927383,0.0000043344744,0.0012161136,0.01057918],"genre_scores_gemma":[0.99915344,0.000016632413,0.00059909734,0.00002075064,0.000060337363,0.0000043188243,0.000005904007,0.000016447439,0.00012305907],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996588,7.6100105e-7,0.000057172867,0.00006099857,0.000059958867,0.00016229812],"domain_scores_gemma":[0.99975187,0.000019457224,0.0000036516442,0.00018748088,0.0000057714283,0.0000317752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002147337,0.00007158855,0.00006160825,0.000024311903,0.000012603478,0.000009935034,0.00013047436,0.000052994586,0.000035931494],"category_scores_gemma":[0.000023105878,0.0000683573,0.000012280225,0.000050719333,0.000009723403,0.00002366309,0.000015368492,0.0002086828,0.000026819009],"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":[0.0000026401083,0.00003003205,0.020382807,0.00023225787,0.00031552414,0.00028240375,0.00021015244,0.028463067,0.13833132,0.033432674,0.74467474,0.033642385],"study_design_scores_gemma":[0.00010962111,0.000009414964,0.008397699,0.000008885323,0.000011603037,0.00002199065,0.00002489096,0.016559515,0.012384912,0.00025872778,0.9619202,0.00029254734],"about_ca_topic_score_codex":0.04200449,"about_ca_topic_score_gemma":0.31801978,"teacher_disagreement_score":0.27601528,"about_ca_system_score_codex":0.000016340915,"about_ca_system_score_gemma":0.000015264548,"threshold_uncertainty_score":0.9643749},"labels":[],"label_agreement":null},{"id":"W2079307673","doi":"10.2118/107201-ms","title":"Realistic History Matching of Cyclic Steam Stimulation Performance of Several Groups of Multilateral Wells in the Peace River Field, Canada","year":2007,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":12,"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":"Petroleum engineering; Steam injection; Petrophysics; Reservoir simulation; Permeability (electromagnetism); Relative permeability; Wellhead; Geology; Oil field; Porosity; Petrology; Environmental science; Geotechnical engineering","score_opus":0.007682133912306254,"score_gpt":0.2015352512638683,"score_spread":0.19385311735156202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079307673","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":[0.997373,0.00017736707,0.0011091187,0.000019169627,0.000097614204,0.000051465657,0.0000036122676,0.000007977578,0.0011607012],"genre_scores_gemma":[0.9996619,0.00004298082,0.00015014585,0.000044892266,0.000021448535,7.6429376e-7,0.000010307941,0.0000074543696,0.000060099595],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999311,0.000022562235,0.00028448392,0.00006679602,0.00018589519,0.00012931229],"domain_scores_gemma":[0.9995627,0.00015466975,0.00006690293,0.00017574658,0.000019447738,0.000020572641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024956735,0.000073788644,0.00015808297,0.000069583664,0.000010738143,0.0000011352787,0.00013965096,0.000043826465,0.000021231854],"category_scores_gemma":[0.000014332255,0.000058541966,0.00003899644,0.00007032351,0.00002036169,0.000054672724,0.000013048282,0.00012673417,4.356945e-7],"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":[0.000017162878,0.000015207328,0.005805544,0.00016940024,0.000033345972,0.00000510382,0.0032967126,0.9887964,0.000857757,0.000004779545,0.00060514675,0.00039342477],"study_design_scores_gemma":[0.00047921832,0.000056232613,0.43507892,0.00013199383,0.000065879365,0.0000033871013,0.00028296156,0.555934,0.0056733578,0.000018100296,0.0020951205,0.00018083378],"about_ca_topic_score_codex":0.3519368,"about_ca_topic_score_gemma":0.10228323,"teacher_disagreement_score":0.43286243,"about_ca_system_score_codex":0.00012679874,"about_ca_system_score_gemma":0.000023390425,"threshold_uncertainty_score":0.9140978},"labels":[],"label_agreement":null},{"id":"W2080481299","doi":"10.2118/61160-ms","title":"A Practical Approach to Operational Safety Programs","year":2000,"lang":"en","type":"article","venue":"All Days","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Workforce; Work (physics); Key (lock); Computer science; Set (abstract data type); Workforce planning; Offshore oil and gas; Risk analysis (engineering); Submarine pipeline; Engineering management; Engineering; Business; Computer security; Political science","score_opus":0.021275424198246965,"score_gpt":0.24463952548211834,"score_spread":0.22336410128387138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080481299","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029765297,0.0001758309,0.06436375,0.0014254084,0.0003130444,0.00064949476,0.000012127721,0.0012452707,0.9020498],"genre_scores_gemma":[0.87709045,0.00014114793,0.116905116,0.0006228688,0.0005281565,0.00021214245,0.00013631517,0.00006529059,0.004298502],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994365,0.000005575924,0.00011672284,0.00012387664,0.000117069576,0.00020026401],"domain_scores_gemma":[0.99976206,0.00001826405,0.0000026619778,0.00012765515,0.000014059943,0.000075301374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000066400455,0.00010702742,0.00010272966,0.000023662498,0.000034270684,0.000031589003,0.00006711899,0.000035387882,0.00020682486],"category_scores_gemma":[0.0000138370215,0.00009849397,0.000028617245,0.00010097042,0.00000915443,0.00007377415,0.000020570991,0.000105430554,0.00025800514],"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":[0.00006221492,0.0004472707,0.0010317612,0.00016800915,0.00058544,0.000032898744,0.0020876555,0.349974,0.00022517562,0.038384814,0.29604447,0.31095627],"study_design_scores_gemma":[0.00013166513,0.000033171364,0.0022120709,0.0000057223033,0.000012611351,0.000017090373,0.000017450102,0.047844518,0.000039633996,0.000023754661,0.94947875,0.00018358389],"about_ca_topic_score_codex":0.000011917155,"about_ca_topic_score_gemma":0.0000063282805,"teacher_disagreement_score":0.8977513,"about_ca_system_score_codex":0.000023113731,"about_ca_system_score_gemma":0.00000674765,"threshold_uncertainty_score":0.40164676},"labels":[],"label_agreement":null},{"id":"W2081222066","doi":"10.4043/20617-ms","title":"High-Viscosity Oil-Gas Flow in Vertical Pipe","year":2010,"lang":"en","type":"article","venue":"All Days","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":20,"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":"Petroleum engineering; Asphalt; Viscosity; Slug flow; Oil sands; Oil viscosity; Gas oil ratio; Materials science; Enhanced oil recovery; Light crude oil; Petroleum; Petroleum industry; Artificial lift; Environmental science; Geology; Flow (mathematics); Mechanics; Two-phase flow; Composite material; Environmental engineering","score_opus":0.006323698101580698,"score_gpt":0.20667726329838268,"score_spread":0.20035356519680197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081222066","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":[0.9927309,0.000038855498,0.00042054485,0.00070438394,0.00090311107,0.000030642124,0.0000032397181,0.0006215776,0.004546721],"genre_scores_gemma":[0.9932653,0.000059353435,0.006256907,0.00008292129,0.00019802267,0.000011580292,0.000007542896,0.00001598622,0.00010243289],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995072,0.000008008057,0.00011210083,0.0001267433,0.000075923694,0.00017002827],"domain_scores_gemma":[0.99970335,0.00001341196,0.0000037600448,0.00021663436,0.000012190533,0.00005062576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010519693,0.00008246049,0.0000958878,0.000048803344,0.000016012125,0.000015968588,0.00010120009,0.00008282283,0.000121479155],"category_scores_gemma":[0.000029535264,0.000080433965,0.00002405927,0.00007531095,0.000023501889,0.00010106618,0.000024672736,0.00029708745,0.00013003347],"study_design_candidate":"bench_or_experimental","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":[0.000027021504,0.00022395092,0.0034794738,0.0001266606,0.000057500903,0.000055261375,0.0005914179,0.0017000476,0.4381353,0.0040581757,0.046061475,0.5054837],"study_design_scores_gemma":[0.0003323869,0.000040094248,0.009516417,0.000017178552,0.000013796062,0.00001594976,0.000007061475,0.007057924,0.9201914,0.005085271,0.057392195,0.00033031937],"about_ca_topic_score_codex":0.00007230521,"about_ca_topic_score_gemma":0.00017430048,"teacher_disagreement_score":0.5051534,"about_ca_system_score_codex":0.000016001564,"about_ca_system_score_gemma":0.0000042662236,"threshold_uncertainty_score":0.3280002},"labels":[],"label_agreement":null},{"id":"W2082391305","doi":"10.2118/68583-ms","title":"Assessing Environmental Impact on Project Profitability","year":2001,"lang":"en","type":"article","venue":"All Days","topic":"Reservoir Engineering and Simulation Methods","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":"Profitability index; Shareholder; Business; Revenue; Finance; Rate of return; Externality; Stakeholder; Natural resource economics; Environmental economics; Economics; Corporate governance","score_opus":0.04290942186522553,"score_gpt":0.34399050922654123,"score_spread":0.30108108736131567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082391305","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":[0.9816815,0.00007080286,0.012003128,0.000012500427,0.00013470702,0.00014319208,0.00000518935,0.00029512687,0.005653808],"genre_scores_gemma":[0.99451154,0.000024688918,0.0052393954,0.000012692663,0.00007321528,0.000013035334,0.000020308398,0.000028991233,0.00007614136],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993388,0.000038884737,0.00013281211,0.00013616712,0.00013570671,0.00021763079],"domain_scores_gemma":[0.9995969,0.000088882174,0.000011276676,0.0002447556,0.000003293368,0.000054895034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022632886,0.0001356964,0.000115743416,0.000059133385,0.000032410626,0.00005693391,0.00008467104,0.000056974583,0.0001043877],"category_scores_gemma":[0.000025632593,0.00011324287,0.00006609951,0.00008476204,0.000011764546,0.00020679971,0.000012936059,0.00014708332,0.000049375794],"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":[0.0000075842145,0.000028627688,0.014280462,0.000015110922,0.00003100627,0.0000074271857,0.00014055191,0.97426933,0.005069016,0.00001407446,0.00020254185,0.0059342952],"study_design_scores_gemma":[0.00037751056,0.000069232374,0.23550947,0.000016632375,0.00001079045,0.000011281688,0.000050558992,0.75393367,0.0016780305,0.00008665635,0.007980524,0.0002756275],"about_ca_topic_score_codex":0.000010435872,"about_ca_topic_score_gemma":3.8253071e-7,"teacher_disagreement_score":0.22122902,"about_ca_system_score_codex":0.0001317734,"about_ca_system_score_gemma":0.000007339271,"threshold_uncertainty_score":0.46179104},"labels":[],"label_agreement":null},{"id":"W2083430731","doi":"10.4043/21645-ms","title":"Resource Drilling of the Solwara 1 Seafloor Massive Sulfide (SMS) Deposit","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":7,"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":"Drilling; Geology; Remotely operated vehicle; Subsea; Drill; Seafloor spreading; Remotely operated underwater vehicle; Scientific drilling; Oceanography; Mining engineering; Engineering; Computer science; Mechanical engineering; Robot","score_opus":0.030543169305279352,"score_gpt":0.1846669336285538,"score_spread":0.15412376432327446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083430731","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":[0.93365145,0.00035625906,0.000031209798,0.0004175159,0.00010385257,0.00008988045,0.000016136164,0.000020022344,0.06531367],"genre_scores_gemma":[0.9986147,0.000022116428,0.00026992537,0.00046228035,0.000049812756,6.962824e-7,0.0000057650627,0.0000012162172,0.0005734422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993067,0.000047917365,0.00012706498,0.00015136816,0.00015063911,0.00021631533],"domain_scores_gemma":[0.99960184,0.000111801106,0.0000591131,0.00014942042,0.000022348171,0.0000554952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000075560136,0.000084317566,0.00012912671,0.0000089816685,0.00012980025,0.000007400327,0.000265294,0.00003787447,0.0006870583],"category_scores_gemma":[0.00004298989,0.000042926025,0.00007961132,0.00010714692,0.00014162289,0.000039212515,0.000047247737,0.00009385755,0.0003891821],"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":[0.000060646344,0.000049608392,0.9705168,0.000019448014,0.0000881459,0.00001529863,0.001622879,0.00076280796,0.00012915168,0.0007353929,0.0008821893,0.025117643],"study_design_scores_gemma":[0.0000880535,0.00009887612,0.98609644,0.0000102999475,0.000023719993,0.0000015840949,0.00018437204,0.0003459773,0.0016755065,0.0060311784,0.005357674,0.00008633843],"about_ca_topic_score_codex":0.003214214,"about_ca_topic_score_gemma":0.0011785837,"teacher_disagreement_score":0.06496329,"about_ca_system_score_codex":8.749472e-7,"about_ca_system_score_gemma":0.0000049090036,"threshold_uncertainty_score":0.75228065},"labels":[],"label_agreement":null},{"id":"W2084050752","doi":"10.2118/100218-ms","title":"A Novel Fluid-Loss Control Pill That Works Without Filter-Cake Formation: Applications in High-Rate Gas Subsea Frac-Pack Completions in Indonesia","year":2006,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Subsea; Geology; Petroleum engineering; Materials science; Geotechnical engineering","score_opus":0.01156629153719645,"score_gpt":0.2114350328236326,"score_spread":0.19986874128643614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084050752","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":[0.6653825,0.00035025246,0.3312777,0.0008127019,0.00006323253,0.00045533213,0.00007065547,0.0002140326,0.0013735751],"genre_scores_gemma":[0.99813056,0.00008427658,0.00075453066,0.00013203839,0.00010884072,0.0002828442,0.00041671167,0.00003637955,0.000053811305],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869555,0.000046207682,0.00043010898,0.0002327546,0.00018699153,0.00040836673],"domain_scores_gemma":[0.9992674,0.00013389274,0.000063486055,0.00041554714,0.000038074555,0.00008160633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021457174,0.0002304745,0.0003524963,0.00030267105,0.00008689818,0.00008968672,0.0002510935,0.00015315489,0.000050157418],"category_scores_gemma":[0.000008981803,0.00021835127,0.00009184587,0.0005158125,0.000046415527,0.00030743523,0.000027313772,0.0003361685,0.00007235243],"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":[0.000011448047,0.0001474031,0.03571559,0.000054191525,0.00006019317,0.000010044501,0.00024947658,0.9607081,0.0018706343,0.00025738537,0.0006964578,0.00021907616],"study_design_scores_gemma":[0.0035576348,0.000019901918,0.43342337,0.00016851035,0.00010242781,0.000016584827,0.00016187534,0.5492538,0.0012810057,0.00060881366,0.010754693,0.0006513703],"about_ca_topic_score_codex":0.0013705351,"about_ca_topic_score_gemma":0.0053235674,"teacher_disagreement_score":0.4114543,"about_ca_system_score_codex":0.0001288727,"about_ca_system_score_gemma":0.000013599265,"threshold_uncertainty_score":0.8904106},"labels":[],"label_agreement":null},{"id":"W2087972653","doi":"10.2118/93241-ms","title":"Gas flood-Flow Pattern Evaluation: Mesozoic Chiapas-Tabasco Basin Field Revisited","year":2005,"lang":"en","type":"article","venue":"All Days","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Oncolytics Biotech (Canada)","funders":"","keywords":"Injector; TRACER; Geology; Structural basin; Injection well; Petroleum engineering; Hydrology (agriculture); Flood myth; Dew point; Wireline; Flow (mathematics); Environmental science; Geomorphology; Geotechnical engineering; Meteorology; Engineering; Geography; Mechanics","score_opus":0.02465252805318782,"score_gpt":0.28761969559633094,"score_spread":0.26296716754314314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087972653","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34768814,0.0032839752,0.6221405,0.0021135123,0.0010662145,0.00059630856,0.000025779218,0.0012582837,0.021827264],"genre_scores_gemma":[0.95354414,0.00018804795,0.044445172,0.0005019451,0.0008129209,0.000041830066,0.00009178592,0.000064018415,0.00031015542],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987868,0.00008931802,0.00029347982,0.00020659668,0.00034034209,0.00028342838],"domain_scores_gemma":[0.99917674,0.00017916986,0.000024687306,0.00044519702,0.00006559395,0.00010861553],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006419239,0.00019213003,0.00020634537,0.00010845785,0.0000428039,0.000052814332,0.00018223279,0.000111896574,0.0014328402],"category_scores_gemma":[0.00016332566,0.00019702273,0.00009038121,0.0001924524,0.000007107448,0.0001831709,0.000025300546,0.00022338408,0.00023441536],"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":[0.0000025638467,0.000010670442,0.0005276094,0.000050718463,0.000052078885,0.0000021969897,0.00016815146,0.90566623,0.00039236518,0.000029545457,0.00965357,0.08344432],"study_design_scores_gemma":[0.0005244311,0.000020022577,0.001106346,0.000046035326,0.000040569947,0.0000045006677,0.000006098385,0.9289458,0.0023213653,0.00006779343,0.06669719,0.00021987571],"about_ca_topic_score_codex":0.000012760586,"about_ca_topic_score_gemma":0.000010449816,"teacher_disagreement_score":0.605856,"about_ca_system_score_codex":0.00006801356,"about_ca_system_score_gemma":0.000012662908,"threshold_uncertainty_score":0.99948},"labels":[],"label_agreement":null},{"id":"W2089434529","doi":"10.4043/22002-ms","title":"Offshore Nova Scotia Play Fairway Analysis: 2D Basin Modeling Results","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","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":"Geology; Cretaceous; Source rock; Paleontology; Abyssal plain; Tectonics; Carbonate platform; Structural basin; Carbonate; Lithology; Geochemistry; Sedimentary depositional environment","score_opus":0.041726530556695736,"score_gpt":0.23725659744821592,"score_spread":0.1955300668915202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089434529","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":[0.5850461,0.0005454532,0.25076312,0.00024622562,0.00043881178,0.00024305047,0.00008676267,0.0010342377,0.16159621],"genre_scores_gemma":[0.9981432,0.00007362324,0.0012175875,0.000074500516,0.00007080721,0.000004247446,0.00016781056,0.00003331783,0.0002148836],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998687,0.000036691086,0.00043652565,0.00028741919,0.00024544288,0.0003068989],"domain_scores_gemma":[0.99921894,0.000018152596,0.00003920687,0.00051555654,0.00005823753,0.00014989518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025536979,0.00020023315,0.00032152302,0.00040294678,0.000040766212,0.00004079771,0.00026737858,0.00011974359,0.00041121058],"category_scores_gemma":[0.00002950836,0.00018124431,0.00025132735,0.0009257559,0.000020530351,0.00021704032,0.000038624534,0.00018347548,0.00045584145],"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":[0.000018197145,0.000031483294,0.00054248667,0.000010704864,0.0014193661,0.000014151818,0.0028974628,0.99300414,0.00041074693,0.00012321865,0.0013269492,0.00020107569],"study_design_scores_gemma":[0.0002640336,0.000014733113,0.00038001558,0.000010439802,0.00058913475,7.9657104e-7,0.00028813674,0.9959476,0.0013387924,0.00007207149,0.0008509112,0.00024333445],"about_ca_topic_score_codex":0.00081721344,"about_ca_topic_score_gemma":0.0036488262,"teacher_disagreement_score":0.4130971,"about_ca_system_score_codex":0.000039575218,"about_ca_system_score_gemma":0.000013126749,"threshold_uncertainty_score":0.7390928},"labels":[],"label_agreement":null},{"id":"W2091523408","doi":"10.2118/73963-ms","title":"Remediation of Sungai Bera Holding Basin, Brunei","year":2002,"lang":"en","type":"article","venue":"All Days","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":"Environmental remediation; Environmental science; Legislation; Land reclamation; Scale (ratio); Environmental planning; Garbage; Environmental resource management; Engineering; Waste management; Contamination; Geography","score_opus":0.03016502896042517,"score_gpt":0.2663284809664248,"score_spread":0.23616345200599964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091523408","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":[0.83824456,0.00033680553,0.00005735242,0.0016637492,0.00015059097,0.00009932332,0.0000047376025,0.000068708134,0.15937416],"genre_scores_gemma":[0.996411,0.00010970458,0.00019361488,0.00021842832,0.00008118573,0.0000071002187,0.00001915595,0.000011511096,0.0029482928],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998928,0.00009625739,0.00020544644,0.00018316526,0.00029036196,0.00029675898],"domain_scores_gemma":[0.99930453,0.00011333204,0.000043877575,0.00030604593,0.00015115306,0.000081047765],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002836533,0.00008555339,0.00014023508,0.00007549294,0.000058326623,0.000017375816,0.00017719726,0.00009483255,0.0010719497],"category_scores_gemma":[0.0004736775,0.000083095976,0.00006707029,0.00025549965,0.00006129629,0.00013799091,0.00006176289,0.00012030809,0.000098477576],"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":[0.0001344107,0.00083504297,0.026410183,0.00028210765,0.00026462114,0.00009988022,0.003965972,0.021332923,0.014875362,0.7109246,0.031946246,0.18892865],"study_design_scores_gemma":[0.0019797825,0.00040728602,0.033516355,0.000054461823,0.000061563995,0.000016191048,0.00093801145,0.02142509,0.024568602,0.04518166,0.8711858,0.00066518213],"about_ca_topic_score_codex":0.002378726,"about_ca_topic_score_gemma":0.00030533434,"teacher_disagreement_score":0.83923954,"about_ca_system_score_codex":0.00007544503,"about_ca_system_score_gemma":0.000016889257,"threshold_uncertainty_score":0.9998412},"labels":[],"label_agreement":null},{"id":"W2091633248","doi":"10.2118/114974-ms","title":"Maximizing Energy at Coalface for Coalbed Methane Fracturing Operations","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","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":"Schlumberger (Canada); Encana (Canada)","funders":"","keywords":"Canyon; Coalbed methane; Petroleum engineering; Coal; Geology; Hydraulic fracturing; Dewatering; Comminution; Geotechnical engineering; Coal mining; Engineering; Materials science; Waste management; Metallurgy","score_opus":0.02110997275679332,"score_gpt":0.2083847657172893,"score_spread":0.18727479296049598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091633248","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17862067,0.0015538007,0.81258494,0.00010360676,0.0008807793,0.00018045165,0.00003073915,0.000988837,0.0050561638],"genre_scores_gemma":[0.98821056,0.00037815497,0.009817788,0.00010031886,0.0001726735,0.000056484863,0.00007693151,0.00007009377,0.001117022],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925834,0.000006484748,0.00017610635,0.00015892972,0.000093452494,0.0003066729],"domain_scores_gemma":[0.9995826,0.000090624315,0.000010438816,0.00020124242,0.000023058175,0.000092024224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006783778,0.00015931582,0.00016919618,0.00006473114,0.00012128975,0.000017050997,0.000115746814,0.00007618232,0.00003299572],"category_scores_gemma":[0.0000250815,0.00017160618,0.00007078722,0.000068093985,0.000014032639,0.00011022397,0.000028547869,0.00008453961,0.00003058914],"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":[0.0000032778378,0.000006036211,0.000022674845,0.000024805444,0.00005581442,0.000006934503,0.00026551518,0.9756765,0.02121304,0.0003123884,0.0019347024,0.00047834904],"study_design_scores_gemma":[0.00040287513,0.000017791424,0.00006612999,0.000020871978,0.000022814123,0.00003684406,0.000013374509,0.69820935,0.13443694,0.000034496625,0.16645123,0.00028728385],"about_ca_topic_score_codex":0.000069033216,"about_ca_topic_score_gemma":0.00006132754,"teacher_disagreement_score":0.80958986,"about_ca_system_score_codex":0.000072412586,"about_ca_system_score_gemma":0.000009583803,"threshold_uncertainty_score":0.6997897},"labels":[],"label_agreement":null},{"id":"W2091937521","doi":"10.2118/74503-ms","title":"A New Approach to Anchoring a Semisubmersible in Deepwater Areas Subject to Tropical Revolving Storms","year":2002,"lang":"en","type":"article","venue":"All Days","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Delmar (Canada)","funders":"","keywords":"Drilling; Drill; Marine engineering; Shipyard; Storm; Offshore drilling; Mooring; Unit (ring theory); Engineering; Oceanography; Continental shelf; Geology; Geography; Shipbuilding; Archaeology; Mechanical engineering","score_opus":0.019182408375677664,"score_gpt":0.20554151319042602,"score_spread":0.18635910481474835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091937521","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":[0.7745138,0.0015050463,0.09763876,0.0004408932,0.00079312886,0.00081547344,0.000004480917,0.00095713144,0.1233313],"genre_scores_gemma":[0.9802766,0.00007828768,0.017073246,0.0001271509,0.0003776719,0.00006543939,0.000003185217,0.000054221116,0.0019442171],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989258,0.0000076201272,0.00019041821,0.00025915712,0.00013931532,0.00047768184],"domain_scores_gemma":[0.99949896,0.000024827807,0.0000067527935,0.0002499184,0.0000116153,0.00020792036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006570689,0.00019952892,0.00023973007,0.00019432616,0.00002637917,0.000033314278,0.00017915167,0.000057894424,0.00010391974],"category_scores_gemma":[0.000045374352,0.00019227264,0.000049000297,0.00034378984,0.000003929474,0.0000903219,0.00009946845,0.00018489838,0.00019155348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042087027,0.00017558162,0.09702883,0.00052624615,0.00037766897,0.00011696263,0.019530032,0.38873383,0.0050697783,0.00078166346,0.43380517,0.05381213],"study_design_scores_gemma":[0.0024382763,0.00030256336,0.23780824,0.0004913783,0.000119340424,0.00005429817,0.0006666016,0.17901918,0.0060129673,0.00014919377,0.5698069,0.0031310685],"about_ca_topic_score_codex":0.00011591723,"about_ca_topic_score_gemma":0.00012659584,"teacher_disagreement_score":0.20971465,"about_ca_system_score_codex":0.00013106623,"about_ca_system_score_gemma":0.0000034652812,"threshold_uncertainty_score":0.784065},"labels":[],"label_agreement":null},{"id":"W2093861662","doi":"10.2118/134028-ms","title":"Drainage and Imbibition CO2/Brine Relative Permeability Curves at Reservoir Conditions for Carbonate Formations","year":2010,"lang":"en","type":"article","venue":"All Days","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Innovates","funders":"Natural Resources Canada","keywords":"Imbibition; Dolomite; Carbonate; Relative permeability; Geology; Permeability (electromagnetism); Supercritical fluid; Petroleum engineering; Carbonate rock; Drainage; Mineralogy; Soil science; Geotechnical engineering; Geochemistry; Porosity; Chemistry; Sedimentary rock","score_opus":0.017551715987715193,"score_gpt":0.28399509830398084,"score_spread":0.26644338231626563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093861662","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":[0.88862383,0.000009305073,0.00023803975,0.008201565,0.00014468981,0.0005246613,0.00018793016,0.000057274578,0.102012716],"genre_scores_gemma":[0.99495125,0.000017621504,0.0006517504,0.00072152616,0.00002016055,0.00013523416,0.00035313016,0.0000046319064,0.0031447138],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993764,0.000034388537,0.00016108992,0.00018916304,0.00009466287,0.00014430645],"domain_scores_gemma":[0.99946886,0.00018939975,0.000063843916,0.00017972727,0.00002765758,0.00007052585],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021445635,0.000080096936,0.000073744115,0.000022333948,0.00034591134,0.000019919054,0.000066112436,0.000053100186,0.0030874696],"category_scores_gemma":[0.00024111432,0.00007453426,0.000041849195,0.00007037001,0.00024173639,0.0004835082,0.00009045769,0.00014581665,0.0001205119],"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":[0.00019239962,0.0009667003,0.08127844,0.0002411328,0.000156159,0.000014125617,0.008642066,0.0012043166,0.35588408,0.34311613,0.20739976,0.00090469787],"study_design_scores_gemma":[0.0009983995,0.00028824134,0.6228847,0.000038442475,0.000089037945,0.000090076894,0.00032340435,0.016601752,0.0026587679,0.15797402,0.19759785,0.00045529232],"about_ca_topic_score_codex":0.00025800802,"about_ca_topic_score_gemma":0.0077046133,"teacher_disagreement_score":0.54160625,"about_ca_system_score_codex":0.000067542984,"about_ca_system_score_gemma":0.0000072681432,"threshold_uncertainty_score":0.99782383},"labels":[],"label_agreement":null},{"id":"W2096592370","doi":"10.2118/63084-ms","title":"Theoretical and Experimental Investigation of Isothermal Compositional Grading","year":2000,"lang":"en","type":"article","venue":"All Days","topic":"Field-Flow Fractionation Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Centrifuge; Isothermal process; Non-equilibrium thermodynamics; Gravitational field; Thermodynamics; Oil field; Gravitation; Temperature gradient; Mechanics; Chemistry; Physics; Geology; Classical mechanics; Petroleum engineering","score_opus":0.0064886800693395846,"score_gpt":0.2206147494802025,"score_spread":0.2141260694108629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096592370","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":[0.98520213,0.00008294402,0.0007344086,0.00011686501,0.000028329945,0.00005002927,0.0000045471966,0.0001375237,0.013643237],"genre_scores_gemma":[0.9963269,0.000014903419,0.0034981065,0.00008978607,0.000025462958,0.000007963172,0.00001593631,0.000008438137,0.000012465652],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972785,0.000009874024,0.0000869457,0.000052061467,0.00007226534,0.000051022293],"domain_scores_gemma":[0.99988484,0.000031642576,0.0000075735284,0.000044022658,0.000007696668,0.000024217808],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003693453,0.0000451346,0.0000470884,0.000027926011,0.000016200185,0.0000072203184,0.00002938058,0.000036550795,0.0015166966],"category_scores_gemma":[0.000001899329,0.00004872633,0.000012251664,0.000026555485,0.00006983687,0.000094705065,0.000004428153,0.000049461098,0.000007847761],"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":[0.00001687841,0.000026994618,0.0011020786,0.000024323315,0.00003739976,0.0000013756821,0.0009646528,0.0009289083,0.6607319,0.33021873,0.0026432248,0.0033035162],"study_design_scores_gemma":[0.00020374372,0.000046005367,0.005744992,0.000019422825,0.000006283149,0.00001646216,0.00002663612,0.03328635,0.9463604,0.01342994,0.0007452106,0.000114542476],"about_ca_topic_score_codex":0.0000037232778,"about_ca_topic_score_gemma":2.1496801e-7,"teacher_disagreement_score":0.3167888,"about_ca_system_score_codex":0.00001486288,"about_ca_system_score_gemma":0.000002179325,"threshold_uncertainty_score":0.999396},"labels":[],"label_agreement":null},{"id":"W2107191604","doi":"10.2118/106995-ms","title":"Permeability and Relative Permeability Measurements at Reservoir Conditions for CO2-Water Systems in Ultralow-Permeability Confining Caprocks","year":2007,"lang":"en","type":"article","venue":"All Days","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Caprock; Geology; Petroleum engineering; Relative permeability; Permeability (electromagnetism); Aquifer; Carbon sequestration; Petrology; Enhanced oil recovery; Carbon dioxide; Geotechnical engineering; Groundwater; Porosity","score_opus":0.061391792172962874,"score_gpt":0.3098986105707089,"score_spread":0.24850681839774602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107191604","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":[0.9799351,0.000017659577,0.00054078986,0.00061709865,0.00024323595,0.0011610651,0.00007064919,0.000054780452,0.017359637],"genre_scores_gemma":[0.998264,0.0000027826752,0.0002679591,0.00019060579,0.000026440186,0.00016561976,0.00012236077,0.000010281509,0.00094993133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977628,0.00020994026,0.0005678262,0.0006464365,0.00030527852,0.00050770276],"domain_scores_gemma":[0.99881446,0.0004641318,0.0000937862,0.00038605573,0.00007661739,0.00016497403],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023126455,0.00020552761,0.00024593555,0.00004714963,0.00038335085,0.000041908042,0.00015082091,0.00015814812,0.0015438249],"category_scores_gemma":[0.00058388605,0.00016907977,0.000078095996,0.000104067956,0.00048498987,0.0004166572,0.000096337186,0.00024362735,0.0001073361],"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":[0.00019964835,0.00027251453,0.87429374,0.000051920826,0.000032757354,0.0000051825555,0.004546218,0.0023197073,0.116975814,0.00051048363,0.0006857455,0.0001062842],"study_design_scores_gemma":[0.0012512413,0.00025917788,0.96803486,0.00003125081,0.000038331196,0.000028914668,0.0016636063,0.003035535,0.008170646,0.0055633527,0.011481288,0.00044179565],"about_ca_topic_score_codex":0.0020537341,"about_ca_topic_score_gemma":0.011717458,"teacher_disagreement_score":0.10880517,"about_ca_system_score_codex":0.00089402724,"about_ca_system_score_gemma":0.00001896616,"threshold_uncertainty_score":0.9993689},"labels":[],"label_agreement":null},{"id":"W2136523830","doi":"10.2118/114797-ms","title":"Advanced Drilling Simulation Proves Managed-Pressure Drilling (MPD) Economical in Gasfield Developments in Western Canada","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":5,"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 Calgary","funders":"","keywords":"Drilling; Rate of penetration; Tripping; Petroleum engineering; Measurement while drilling; Metre; Drill; Underbalanced drilling; Hydrostatic pressure; Drilling fluid; Computer science; Engineering; Environmental science; Geology; Marine engineering; Mechanical engineering","score_opus":0.009945698293611943,"score_gpt":0.1911435802516326,"score_spread":0.18119788195802067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136523830","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":[0.99041957,0.00042351108,0.0066482867,0.000023109142,0.00047787337,0.00018423898,0.0000034624848,0.00015177684,0.0016681503],"genre_scores_gemma":[0.9982827,0.00017157973,0.0012494224,0.000051364797,0.00005468442,0.000015585712,0.000016943675,0.000042382435,0.0001153561],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893045,0.000011637237,0.00034761117,0.00022639734,0.00011092056,0.00037300293],"domain_scores_gemma":[0.99964374,0.00009600929,0.000025140527,0.00015590937,0.000010382412,0.00006882987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000947502,0.0001865275,0.00022397278,0.00012358579,0.000033717024,0.000016914579,0.00013844563,0.00008821849,0.000006603577],"category_scores_gemma":[0.0000225556,0.00022062947,0.000023055025,0.00012177337,0.000008295062,0.00019480314,0.00002804649,0.0002476598,0.0000072398034],"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":[0.0000043878745,0.0000058441965,0.021020498,0.0000631037,0.000019606969,0.000038799437,0.00040233938,0.97668254,0.00020642305,0.0000111836125,0.000025805994,0.0015194764],"study_design_scores_gemma":[0.00049635157,0.0000058052096,0.023070805,0.00014718695,0.0000051145594,0.0000038066842,0.00004115446,0.9600222,0.0009903266,0.000018173236,0.014859611,0.0003394278],"about_ca_topic_score_codex":0.00723297,"about_ca_topic_score_gemma":0.09131117,"teacher_disagreement_score":0.08407821,"about_ca_system_score_codex":0.00015200271,"about_ca_system_score_gemma":0.000044896595,"threshold_uncertainty_score":0.99937797},"labels":[],"label_agreement":null},{"id":"W2149944428","doi":"10.2118/99326-ms","title":"Supercritical CO2 and H2S—Brine Drainage and Imbibition Relative Permeability Relationships for Intergranular Sandstone and Carbonate Formations","year":2006,"lang":"en","type":"article","venue":"All Days","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Imbibition; Carbonate; Geology; Relative permeability; Petroleum engineering; Supercritical fluid; Permeability (electromagnetism); Greenhouse gas; Acid gas; Aquifer; Geochemistry; Environmental science; Geotechnical engineering; Groundwater; Waste management; Materials science; Chemistry","score_opus":0.016371834023921287,"score_gpt":0.24851829888793056,"score_spread":0.23214646486400928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149944428","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":[0.9698027,0.000046999194,0.0031774247,0.0032579023,0.000033942237,0.00031337846,0.000039588325,0.000033439574,0.023294643],"genre_scores_gemma":[0.99786997,0.00001825659,0.0015279148,0.0001304831,0.000016888307,0.00004111335,0.000098694494,0.0000044322073,0.000292267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993376,0.000060133138,0.00017838324,0.00020522447,0.00007139953,0.00014724827],"domain_scores_gemma":[0.99957675,0.00023469114,0.000016395014,0.00008839932,0.0000172539,0.00006649182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022532445,0.00008633812,0.0000859301,0.000030407413,0.0002799209,0.00004078445,0.000023918587,0.00006003202,0.00015352647],"category_scores_gemma":[0.00016207244,0.00008157695,0.000021424119,0.000054108405,0.00030507334,0.00046175704,0.000055758548,0.00012517277,0.000008269224],"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":[0.00015250589,0.00038075968,0.33393154,0.000085441774,0.000046256053,0.000012384549,0.0062732967,0.00024937408,0.023528919,0.6303212,0.0032286479,0.0017897094],"study_design_scores_gemma":[0.00078942726,0.00016889237,0.82196075,0.000014629367,0.00005697513,0.00008279705,0.0005744357,0.015585204,0.00027207975,0.15153079,0.008756239,0.00020775525],"about_ca_topic_score_codex":0.00055650715,"about_ca_topic_score_gemma":0.0021515847,"teacher_disagreement_score":0.48802924,"about_ca_system_score_codex":0.0000538652,"about_ca_system_score_gemma":0.00000391839,"threshold_uncertainty_score":0.33266115},"labels":[],"label_agreement":null},{"id":"W2161942952","doi":"10.2523/iptc-10994-ms","title":"A Modified Purcell/Burdine Model for Estimating Absolute Permeability from Mercury-Injection Capillary Pressure Data","year":2005,"lang":"en","type":"article","venue":"All Days","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Petrophysics; Capillary pressure; Relative permeability; Wetting; Permeability (electromagnetism); Saturation (graph theory); Porosity; Capillary action; Mineralogy; Geology; Porous medium; Petroleum reservoir; Mechanics; Geotechnical engineering; Materials science; Petroleum engineering; Chemistry; Mathematics; Composite material; Physics","score_opus":0.04863394100039213,"score_gpt":0.2721145289989966,"score_spread":0.22348058799860443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161942952","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04780021,0.0007922612,0.94859004,0.00066099485,0.00018842348,0.00031908182,0.00027142235,0.0004536957,0.0009238629],"genre_scores_gemma":[0.9443397,0.000056243716,0.053115837,0.00009221608,0.0005230658,0.000032872438,0.0011844937,0.0000448734,0.00061072],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884033,0.000021198488,0.0003187671,0.00037814028,0.00019252129,0.0002490258],"domain_scores_gemma":[0.9988932,0.00005828329,0.000044159922,0.0008340371,0.000039579045,0.00013071712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021415114,0.00018156013,0.00023656063,0.00006332884,0.000086991815,0.00005903274,0.00036946565,0.00012035234,0.00005557],"category_scores_gemma":[0.000078531804,0.00017695833,0.00008816322,0.00010672502,0.000016694712,0.00046662605,0.00009368609,0.00015088823,0.000027940481],"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":[0.000010508661,0.00002132829,0.000008705953,0.00003238147,0.00021208133,3.4647132e-7,0.00075972977,0.9823783,0.0033110178,0.000021494665,0.010346827,0.0028972889],"study_design_scores_gemma":[0.0003520512,0.000011164747,0.000014436177,0.00000936999,0.00020937172,8.0153916e-7,0.000029711196,0.99232405,0.00040271154,0.0005000962,0.005944631,0.00020162511],"about_ca_topic_score_codex":0.00037237132,"about_ca_topic_score_gemma":0.00057747075,"teacher_disagreement_score":0.89653945,"about_ca_system_score_codex":0.000044921606,"about_ca_system_score_gemma":0.000028667924,"threshold_uncertainty_score":0.72161514},"labels":[],"label_agreement":null},{"id":"W2170963530","doi":"10.2118/73921-ms","title":"Bioremediation Study of Olefins, Mineral Oils, Iso-Paraffin Fluids and Diesel Oils Used for Land-based Drilling","year":2002,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":9,"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 Calgary","funders":"","keywords":"Bioremediation; Biodegradation; Drilling fluid; Diesel fuel; Environmental science; Mineral oil; Waste management; Environmental chemistry; Contamination; Pulp and paper industry; Chemistry; Drilling; Materials science; Engineering; Ecology; Biology; Organic chemistry","score_opus":0.021122781522865768,"score_gpt":0.21381525451844624,"score_spread":0.19269247299558048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170963530","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":[0.97544706,0.00070730975,0.022929087,0.000025417345,0.00028547566,0.00024770308,0.000020042235,0.00022821796,0.00010968929],"genre_scores_gemma":[0.9973329,0.00009939314,0.0022799345,0.000016013493,0.00012994677,0.000038920956,0.00003138059,0.000043695734,0.00002786996],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918467,0.000010474923,0.0002613692,0.00017014846,0.00013194088,0.0002414232],"domain_scores_gemma":[0.99957615,0.00012109155,0.000029747136,0.00017471895,0.00003012206,0.00006817888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012961312,0.00016879429,0.00023186948,0.00011943151,0.0000369877,0.000025183013,0.000083902596,0.0000693122,0.000006280727],"category_scores_gemma":[0.000036921127,0.00016969793,0.00004341207,0.00011286248,0.000012383682,0.00007912614,0.0000111995005,0.00007942359,0.0000047075364],"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":[0.000012755339,0.0001867317,0.006632528,0.0003216056,0.0001352421,0.0000041096364,0.0020616692,0.90796083,0.078692004,0.000040232324,0.0012740546,0.0026782202],"study_design_scores_gemma":[0.001671189,0.00017492317,0.00069632585,0.000041346862,0.000052915973,6.556233e-7,0.000056801004,0.9816423,0.014195569,0.000009004012,0.0012322468,0.00022670822],"about_ca_topic_score_codex":0.000033511315,"about_ca_topic_score_gemma":0.00006376211,"teacher_disagreement_score":0.07368147,"about_ca_system_score_codex":0.000021594808,"about_ca_system_score_gemma":0.0000030888432,"threshold_uncertainty_score":0.6920081},"labels":[],"label_agreement":null},{"id":"W2247580186","doi":"10.2118/174423-ms","title":"Evaluating EOR Potential in an Unconventional Heavy-Oil Reservoir with Strong Foamy Solution Gas Drive","year":2015,"lang":"en","type":"article","venue":"All Days","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":8,"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":"Petroleum engineering; Enhanced oil recovery; Oil in place; Emulsion; Unconventional oil; Geology; Environmental science; Permeability (electromagnetism); Oil production; Fossil fuel; Viscosity; Petroleum; Waste management; Materials science; Engineering; Chemistry; Chemical engineering","score_opus":0.0551643532390572,"score_gpt":0.3189034211436324,"score_spread":0.2637390679045752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2247580186","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":[0.9656993,0.000114607785,0.02902663,0.00006279624,0.00018299585,0.00011833763,0.0000096860995,0.0004052667,0.004380379],"genre_scores_gemma":[0.9680442,0.00001520609,0.03150914,0.00002113387,0.00011140313,0.0000677751,0.00008969947,0.000042052285,0.00009935379],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987991,0.0000731128,0.00022306989,0.00022746084,0.0003611007,0.00031618198],"domain_scores_gemma":[0.9995088,0.000026081083,0.000042680065,0.0002091911,0.000106334315,0.00010690344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000483347,0.00015164181,0.00014785716,0.000108785986,0.000032003994,0.000041150444,0.00015064499,0.00008747353,0.000032735185],"category_scores_gemma":[0.000042859672,0.00015431091,0.000034292985,0.00013644817,0.00003190282,0.0005479841,0.00004474389,0.00022106965,0.000022730328],"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":[0.00048291998,0.00025732015,0.007831309,0.00017242061,0.00016135708,0.00009390827,0.0012527691,0.85908306,0.06744625,0.0017331615,0.003942527,0.057542995],"study_design_scores_gemma":[0.0021880916,0.0010767274,0.006200925,0.0003252508,0.00005064268,0.000026509497,0.00031691964,0.9557379,0.026434291,0.0063178707,0.0006618594,0.00066300516],"about_ca_topic_score_codex":0.00017385435,"about_ca_topic_score_gemma":0.0014559426,"teacher_disagreement_score":0.09665484,"about_ca_system_score_codex":0.00030284593,"about_ca_system_score_gemma":0.0000678078,"threshold_uncertainty_score":0.6292617},"labels":[],"label_agreement":null},{"id":"W2287385092","doi":"10.2118/176045-ms","title":"A Parallel Framework for Reservoir Simulators on Distributed-memory Supercomputers","year":2015,"lang":"en","type":"article","venue":"All Days","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":25,"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":"University of Calgary","keywords":"Computer science; Parallel computing; Distributed memory; Krylov subspace; Computational science; Multigrid method; Scalability; Solver; Message Passing Interface; Interface (matter); Grid; Biconjugate gradient stabilized method; Linear system; Shared memory; Supercomputer; Computation; Generalized minimal residual method; Message passing; Iterative method; Algorithm; Operating system","score_opus":0.08112024335968443,"score_gpt":0.35026575983772434,"score_spread":0.2691455164780399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287385092","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010131657,0.0000912031,0.98772866,0.00019925922,0.0006268905,0.00025917217,0.000044176184,0.00037539902,0.0005435869],"genre_scores_gemma":[0.15539043,0.0000041661374,0.84406716,0.000228801,0.00018909865,0.000045151948,0.000029457391,0.00003829647,0.0000074535596],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990879,0.000029549734,0.00022507053,0.00018187343,0.00021102211,0.00026458086],"domain_scores_gemma":[0.9974472,0.0020043151,0.00002722099,0.0002873448,0.000062333056,0.00017159243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019162103,0.00016835939,0.00020913639,0.00004363533,0.000032509855,0.000022705342,0.00022865742,0.000097494085,0.0000028962738],"category_scores_gemma":[0.00089643674,0.0001627684,0.000070225426,0.00014312154,0.000029677847,0.000087017994,0.000032920772,0.00019126722,0.0000395785],"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":[0.000018850722,0.000028371056,0.000010242152,0.000044710476,0.00003518125,0.0000032083906,0.00019091155,0.9696078,0.0000061247324,0.021571256,0.004331003,0.004152375],"study_design_scores_gemma":[0.00029674816,0.00008977957,0.00005089626,0.000036784768,0.000008436092,0.0000017767901,0.000054478103,0.52844137,0.00010203144,0.46428505,0.0064479318,0.00018475279],"about_ca_topic_score_codex":6.116308e-7,"about_ca_topic_score_gemma":1.9894085e-7,"teacher_disagreement_score":0.4427138,"about_ca_system_score_codex":0.00011568298,"about_ca_system_score_gemma":0.000010827258,"threshold_uncertainty_score":0.66375023},"labels":[],"label_agreement":null},{"id":"W2319910285","doi":"10.2118/73914-ms","title":"An Outbreak of Chronic Mass Psychogenic Illness at Workplace: A Case of Mental Control Over Physical State","year":2002,"lang":"en","type":"article","venue":"All Days","topic":"Pesticide Exposure and Toxicity","field":"Agricultural and Biological 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":"Psychogenic disease; Outbreak; Timeline; Medicine; Occupational hygiene; Environmental health; Hazard; Mental health; Occupational safety and health; Quarter (Canadian coin); Family medicine; Medical emergency; Psychiatry; Geography","score_opus":0.013958611235778075,"score_gpt":0.24428547469138967,"score_spread":0.2303268634556116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319910285","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":[0.9986622,0.00019365149,0.0000065656122,0.00013028258,0.00007155752,0.00015466231,0.0003174967,0.000019847981,0.00044379145],"genre_scores_gemma":[0.9995368,0.000026202435,0.000009600914,0.000094881805,0.00013494774,0.0000073225165,0.000025640571,0.0000011735106,0.00016339647],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991241,0.0000735598,0.00019761294,0.00021562581,0.0001559692,0.00023311438],"domain_scores_gemma":[0.9995594,0.00010580525,0.00011731713,0.000088303226,0.000027158994,0.00010199455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000089670015,0.00012200629,0.00022803913,0.000007098267,0.00006909193,0.000009702712,0.00015894929,0.000050518644,0.0009048505],"category_scores_gemma":[0.0000075548805,0.00005005129,0.00010833982,0.00012173157,0.00009102821,0.000097321885,0.000027976153,0.00006718766,0.00002701395],"study_design_candidate":"bench_or_experimental","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":[0.00010073181,0.00057306,0.0063617188,0.000009066599,0.00006735089,0.00008447499,0.00042377747,0.000040538715,0.96522325,0.00007251386,0.0009345636,0.026108956],"study_design_scores_gemma":[0.012255858,0.0153255155,0.51084876,0.00021010438,0.00069613906,0.0011764414,0.0009765343,0.0710903,0.35376918,0.0041445754,0.026454754,0.0030518083],"about_ca_topic_score_codex":0.00032451196,"about_ca_topic_score_gemma":0.0012849612,"teacher_disagreement_score":0.61145407,"about_ca_system_score_codex":0.000034737233,"about_ca_system_score_gemma":0.0000027333363,"threshold_uncertainty_score":0.99074787},"labels":[],"label_agreement":null},{"id":"W2320742238","doi":"10.2118/175306-ms","title":"Thermal EOR Field Development and Well and Reservoir Management","year":2015,"lang":"en","type":"article","venue":"All Days","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"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":"Shell Canada","keywords":"Petroleum engineering; Field (mathematics); Enhanced oil recovery; Reservoir engineering; Environmental science; Computer science; Risk analysis (engineering); Engineering; Systems engineering; Geology; Petroleum; Business","score_opus":0.027038982336042537,"score_gpt":0.22166764633900707,"score_spread":0.19462866400296452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320742238","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":[0.8604647,0.0005967256,0.000108287,0.0017500996,0.000096559925,0.0000811702,0.0000013947603,0.00006456022,0.1368365],"genre_scores_gemma":[0.98339903,0.00010549721,0.00962244,0.004912976,0.000023214885,8.425169e-7,0.000016024387,0.0000017259765,0.0019182632],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958897,0.00001648348,0.00006544992,0.000119854805,0.00009465006,0.00011459973],"domain_scores_gemma":[0.9997909,0.000025833828,0.000014687906,0.00007603304,0.000008315797,0.00008422689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020483238,0.000054727407,0.000050008275,0.00003219129,0.000048225862,0.00003203628,0.00007220464,0.000022440818,0.00016812385],"category_scores_gemma":[0.000006391324,0.00004245323,0.0000055568585,0.000027653234,0.000025751428,0.00008596669,0.000027192205,0.000044517867,0.00008064393],"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":[0.000057614572,0.000013826611,0.15601625,0.00003976371,0.000041506402,0.00005549374,0.0020778026,0.000032431868,0.000010668644,0.00025542124,0.28189212,0.5595071],"study_design_scores_gemma":[0.00022788445,0.00008119162,0.032305613,0.00001573296,0.0000073775327,0.000006387548,0.00047557097,0.0029669034,0.0017884916,0.0006873512,0.9613154,0.00012212635],"about_ca_topic_score_codex":0.0006534495,"about_ca_topic_score_gemma":0.000025521764,"teacher_disagreement_score":0.6794232,"about_ca_system_score_codex":0.0000015904848,"about_ca_system_score_gemma":0.000008181012,"threshold_uncertainty_score":0.18408383},"labels":[],"label_agreement":null},{"id":"W2327317845","doi":"10.2118/174404-ms","title":"Hole Cleaning Performance of Water vs. Polymer-Based Fluids Under Turbulent Flow Conditions","year":2015,"lang":"en","type":"article","venue":"All Days","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":6,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shear stress; Pressure drop; Drilling fluid; Shear rate; Viscosity; Geotechnical engineering; Mechanics; Dimensionless quantity; Shear (geology); Turbulence; Materials science; Settling; Stress (linguistics); Drilling; Geology; Composite material; Thermodynamics; Physics","score_opus":0.01589732117196038,"score_gpt":0.20459796226580132,"score_spread":0.18870064109384094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327317845","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":[0.97943026,0.0002656641,0.016974347,0.00010289511,0.0004310602,0.00006167455,0.000011398361,0.0003518337,0.0023708902],"genre_scores_gemma":[0.998872,0.000014709748,0.0007046257,0.000088361354,0.00007315999,0.000007890374,0.00007610464,0.000039532817,0.00012366234],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993376,0.0000065970085,0.00016632471,0.00010073517,0.0001359982,0.00025274415],"domain_scores_gemma":[0.9996541,0.00001536502,0.000009579396,0.00019338625,0.000027882732,0.000099694254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100254496,0.00012512553,0.00013537778,0.00007368446,0.00002572486,0.000014605972,0.000101972124,0.000056148023,0.000047776553],"category_scores_gemma":[0.000003203885,0.00010983806,0.0000441654,0.000062414336,0.00002186783,0.000093981704,0.000014527134,0.000107762135,0.00011175482],"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":[0.0000044166127,0.000011630919,0.00008200619,0.00004727827,0.000029723338,0.0000021482322,0.00023080732,0.97853947,0.019477505,0.000070236565,0.0013481998,0.00015660409],"study_design_scores_gemma":[0.00028546283,0.000044660417,0.00010423433,0.00004145504,0.00001612775,0.0000024862977,0.000022269942,0.74535674,0.25155288,0.000014221702,0.002425925,0.0001335253],"about_ca_topic_score_codex":0.000011807648,"about_ca_topic_score_gemma":0.0000010946302,"teacher_disagreement_score":0.2331827,"about_ca_system_score_codex":0.000040147148,"about_ca_system_score_gemma":0.000011803129,"threshold_uncertainty_score":0.4479066},"labels":[],"label_agreement":null},{"id":"W2332351479","doi":"10.2118/176167-ms","title":"An Efficient and Parallel Scalable Geomechanics Simulator for Reservoir Simulation","year":2015,"lang":"en","type":"article","venue":"All Days","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":13,"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":"Natural Sciences and Engineering Research Council of Canada; CMG Reservoir Simulation Foundation; University of Calgary","keywords":"Geomechanics; Scalability; Reservoir simulation; Computer science; Grid; Speedup; Coupling (piping); Computational science; Simulation; Parallel computing; Petroleum engineering; Geology; Engineering; Geotechnical engineering; Mechanical engineering","score_opus":0.07705921179156988,"score_gpt":0.35819564075800314,"score_spread":0.28113642896643326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332351479","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050653838,0.000119883014,0.9485108,0.000022662683,0.00015929087,0.00025146737,0.000009567408,0.00018833642,0.00008410672],"genre_scores_gemma":[0.5349255,0.0000022687595,0.4649343,0.000035883506,0.000045906934,0.000015977112,0.000009282004,0.00002419802,0.000006675674],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993568,0.000020965132,0.00016924397,0.00014169682,0.0001438256,0.00016746108],"domain_scores_gemma":[0.99894077,0.00062924356,0.000027866477,0.00017282048,0.00009107019,0.00013824296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027033352,0.00010222772,0.00013170383,0.00003605027,0.00003301064,0.000023658064,0.00008842731,0.00005335828,0.0000025926686],"category_scores_gemma":[0.0003514476,0.000101539066,0.000019120032,0.00008337313,0.000011093875,0.00009529174,0.00002554012,0.00005932616,0.000007742014],"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":[0.000011832289,0.000022118651,0.000004419798,0.00004014147,0.000009571489,3.872791e-7,0.00015117435,0.9940062,0.00010019808,0.00362498,0.00007150303,0.001957473],"study_design_scores_gemma":[0.00031670614,0.000071342976,0.000009119908,0.000007773619,0.000009245937,7.5600536e-7,0.000031174637,0.88251776,0.000101216276,0.1144338,0.0023882815,0.000112827685],"about_ca_topic_score_codex":7.181193e-7,"about_ca_topic_score_gemma":3.3691384e-7,"teacher_disagreement_score":0.48427168,"about_ca_system_score_codex":0.000049358725,"about_ca_system_score_gemma":0.000008268091,"threshold_uncertainty_score":0.4140643},"labels":[],"label_agreement":null},{"id":"W2559369835","doi":"10.4043/27492-ms","title":"Updating the Iceberg Load Software Using High Resolution Iceberg Profiles","year":2016,"lang":"en","type":"article","venue":"All Days","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Iceberg; Submarine pipeline; Geolocation; Software; Marine engineering; Population; Geology; Computer science; Engineering; Sea ice; Oceanography","score_opus":0.019137933946925655,"score_gpt":0.221929247148478,"score_spread":0.20279131320155236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559369835","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":[0.98342156,0.00013744252,0.010295368,0.0023730223,0.0006349166,0.00022568944,0.00013746356,0.00011398482,0.002660529],"genre_scores_gemma":[0.98971695,0.000068078116,0.008752111,0.0006372442,0.00027535993,0.000001065007,0.000060980456,0.000006284767,0.00048190015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987883,0.00008609239,0.00019904034,0.00024090549,0.00030779993,0.00037784604],"domain_scores_gemma":[0.99914116,0.00035644814,0.00011458001,0.00025616382,0.00005739809,0.00007427362],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040516537,0.0001343581,0.000112451446,0.000023854847,0.00038588757,0.00004549757,0.0002639019,0.000065970955,0.0012743742],"category_scores_gemma":[0.0001895659,0.000069564994,0.00005004111,0.000112157046,0.00014127074,0.00031586256,0.000034546818,0.00011352179,0.00036467443],"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":[0.00011104642,0.000036051217,0.7978001,0.000053655993,0.00013419529,0.000039799055,0.0012662848,0.0031614006,0.001006994,0.0035635547,0.004087943,0.18873893],"study_design_scores_gemma":[0.0015862153,0.0002837932,0.8725769,0.0004401128,0.00028425542,0.00022961358,0.0016708525,0.05643549,0.00038046256,0.013043123,0.051759142,0.0013100569],"about_ca_topic_score_codex":0.0048294854,"about_ca_topic_score_gemma":0.0016281827,"teacher_disagreement_score":0.18742888,"about_ca_system_score_codex":0.00002283707,"about_ca_system_score_gemma":0.00009745423,"threshold_uncertainty_score":0.9996386},"labels":[],"label_agreement":null},{"id":"W2895851436","doi":"10.2118/192330-ms","title":"Smart Water Flooding: An Economic Evaluation and Optimization","year":2018,"lang":"en","type":"article","venue":"All Days","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Flooding (psychology); Environmental science; Computer science; Water resource management","score_opus":0.017888623262433758,"score_gpt":0.26031918755450106,"score_spread":0.2424305642920673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895851436","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":[0.9412691,0.000037110407,0.042229973,0.00002467187,0.00029615706,0.00015516815,0.000002858348,0.00044471977,0.01554022],"genre_scores_gemma":[0.98114336,0.00005753769,0.018531732,0.000035709847,0.000108764216,0.000021738853,0.000050933686,0.00002214445,0.000028112603],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996382,0.000014072579,0.00008587751,0.00010800431,0.00004597049,0.00010789221],"domain_scores_gemma":[0.99981505,0.000006728565,0.000007843873,0.00011708369,0.000023222456,0.000030060453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019290566,0.000065320346,0.000054829132,0.00004141582,0.000024919143,0.000032539465,0.000046425936,0.00004792623,0.00024716515],"category_scores_gemma":[0.000005854227,0.000060236693,0.000008656927,0.000012191408,0.000016496047,0.00030233656,0.000014056347,0.000032016254,0.00006654529],"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":[0.000020396561,0.000027301781,0.00078768405,0.00004991954,0.00010214219,0.0000011348419,0.002268384,0.77692693,0.14332274,0.00063440355,0.0051357076,0.07072328],"study_design_scores_gemma":[0.00010171488,0.00005447523,0.00013760499,0.0000057757848,0.000013457426,0.0000017529435,0.0000056329295,0.77681935,0.21957067,0.00069525087,0.0024973263,0.00009699587],"about_ca_topic_score_codex":0.0000114625045,"about_ca_topic_score_gemma":0.000048201437,"teacher_disagreement_score":0.07624794,"about_ca_system_score_codex":0.00006309835,"about_ca_system_score_gemma":0.0000040505033,"threshold_uncertainty_score":0.2706285},"labels":[],"label_agreement":null},{"id":"W2896931266","doi":"10.2118/192409-ms","title":"State of the Art on Porosity and Permeability Hysteresis: Useful Techniques for Hydrocarbon Recovery","year":2018,"lang":"en","type":"article","venue":"All Days","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","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":"Memorial University of Newfoundland","funders":"","keywords":"Porosity; Permeability (electromagnetism); Hysteresis; Porous medium; Geomechanics; Materials science; Petroleum engineering; Geotechnical engineering; Geology; Physics; Chemistry","score_opus":0.015791871589975897,"score_gpt":0.2301615711688934,"score_spread":0.21436969957891752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896931266","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":[0.99384797,0.00003845228,0.001930255,0.00022344272,0.00009154181,0.00025102144,0.00002711308,0.00011348002,0.003476749],"genre_scores_gemma":[0.9993325,0.000054230535,0.00020749302,0.00012865571,0.000040712697,0.000024218263,0.0000063061157,0.000014587294,0.000191326],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994212,0.000031593656,0.00017648577,0.00013959568,0.00010882085,0.00012234355],"domain_scores_gemma":[0.9995278,0.000045155637,0.000036434165,0.00031513686,0.000038718423,0.000036733014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020131192,0.00009530893,0.00014665481,0.000044577417,0.000045137152,0.000016493546,0.0001130983,0.00004439681,0.000008131701],"category_scores_gemma":[0.00003995704,0.00006717779,0.000079851896,0.00009332784,0.000072076626,0.00007616404,0.000030394758,0.00006340541,0.000005589082],"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":[0.0011824635,0.0010319838,0.042387344,0.0023788272,0.0031220673,0.000006654407,0.013363351,0.02462699,0.7645505,0.0011272742,0.072530165,0.07369239],"study_design_scores_gemma":[0.0005391494,0.0006033007,0.019093934,0.00014961573,0.00016962962,0.0000021589356,0.00009286655,0.092804015,0.85020316,0.00697905,0.028874809,0.00048831827],"about_ca_topic_score_codex":0.000016165426,"about_ca_topic_score_gemma":0.00022799149,"teacher_disagreement_score":0.08565266,"about_ca_system_score_codex":0.000027174763,"about_ca_system_score_gemma":0.000007813781,"threshold_uncertainty_score":0.2739431},"labels":[],"label_agreement":null}]}