{"meta":{"query_hash":"d62e3bc302a6","filters":{"venue":"SPE Bergen One Day Seminar"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/d62e3bc302a6","api":"https://metacan.xera.ac/api/v1/cohort?venue=SPE+Bergen+One+Day+Seminar"},"results":[{"id":"W2004509108","doi":"10.2118/173854-ms","title":"A Review of Caprock Issues In Thermal Recovery in Canada","year":2015,"lang":"en","type":"review","venue":"SPE Bergen One Day Seminar","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Caprock; Government (linguistics); Stewardship (theology); Petroleum engineering; Engineering; Geology; Law; Political science","score_opus":0.0212184867593191,"score_gpt":0.2691730244343387,"score_spread":0.24795453767501963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004509108","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000071935145,0.9990771,0.000017991402,0.00026434718,0.00008143006,0.0000031100426,0.000017386008,0.000002071889,0.00046458511],"genre_scores_gemma":[0.0009082013,0.9984926,0.00005735856,0.00023904255,0.000047076734,0.0000027210592,0.000023216517,9.883298e-7,0.00022869563],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989544,0.00012011814,0.00016761594,0.00010526777,0.00057561765,0.00007684358],"domain_scores_gemma":[0.9955096,0.0015368633,0.0005660548,0.000057118195,0.0021357164,0.0001946375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002306976,0.0007674975,0.0015945899,0.008594456,0.00086395186,0.0019368301,0.0012078615,0.0013442469,0.0030934336],"category_scores_gemma":[0.004177758,0.0005200789,0.0006505517,0.012288632,0.0011375514,0.001555236,0.000766234,0.0013209583,0.00060625246],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009982238,0.000056562585,0.00052053184,0.12134023,0.00018210994,0.00046328906,0.0005033379,0.00048959686,0.0010192875,0.005200414,0.07178255,0.79834235],"study_design_scores_gemma":[0.000006235209,0.000058058522,0.0020046092,0.029264325,0.00019316812,0.0004968965,0.00022953986,0.00004998289,0.0003229122,0.0004125656,0.96693057,0.000031259053],"about_ca_topic_score_codex":0.12751687,"about_ca_topic_score_gemma":0.27359223,"teacher_disagreement_score":0.87248313,"about_ca_system_score_codex":0.0062564225,"about_ca_system_score_gemma":0.01851863,"threshold_uncertainty_score":0.25354928},"labels":[],"label_agreement":null},{"id":"W2042180797","doi":"10.2118/173867-ms","title":"Case Study: Dynamic Visualization of Miscibility for EOR Design and Implications for Field Planning","year":2015,"lang":"en","type":"article","venue":"SPE Bergen One Day Seminar","topic":"Enhanced Oil Recovery 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":"ARC Resources (Canada)","funders":"","keywords":"Miscibility; Enhanced oil recovery; Petroleum engineering; Oil field; Flood myth; Environmental science; Geology; Materials science","score_opus":0.06000653636486972,"score_gpt":0.35093396268771637,"score_spread":0.2909274263228466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042180797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81599814,0.0004635693,0.14077856,0.002201105,0.0001163223,0.0007685205,0.0015801737,0.0030678893,0.03502578],"genre_scores_gemma":[0.9381608,0.00013352197,0.057670195,0.00004483679,0.000006756476,0.00011508315,0.0001921842,0.00011206029,0.0035645985],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928564,0.00028268984,0.000031977295,0.00007616778,0.00022990876,0.00009370048],"domain_scores_gemma":[0.99750644,0.001442306,0.00014240351,0.00030634098,0.00046842574,0.00013404786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016922035,0.0006233099,0.0003504588,0.00074778346,0.0006613838,0.0015779119,0.0010501686,0.0011247466,0.005439866],"category_scores_gemma":[0.0034864496,0.00025894435,0.00033469088,0.0004911,0.0006481959,0.0010490968,0.000849416,0.00067872484,0.0004873981],"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":[0.0012317955,0.0008568163,0.025055213,0.0010165052,0.00004504432,0.006644788,0.003756748,0.6334253,0.097206876,0.015602757,0.011839752,0.2033184],"study_design_scores_gemma":[0.00012723226,0.001129157,0.0135479905,0.00023044126,0.000058279846,0.0008728291,0.006658339,0.8457726,0.08864355,0.006688056,0.036091357,0.00018023781],"about_ca_topic_score_codex":0.0061534736,"about_ca_topic_score_gemma":0.009412309,"teacher_disagreement_score":0.0061534736,"about_ca_system_score_codex":0.0012518562,"about_ca_system_score_gemma":0.0008391416,"threshold_uncertainty_score":0.018198192},"labels":[],"label_agreement":null},{"id":"W2313209603","doi":"10.2118/180000-ms","title":"Perched Water Static Model","year":2016,"lang":"en","type":"article","venue":"SPE Bergen One Day Seminar","topic":"Hydrocarbon exploration 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":"ConocoPhillips (Canada)","funders":"","keywords":"Geology; Water reservoir; Saturation (graph theory); Waves and shallow water; Capillary pressure; Petroleum reservoir; Water saturation; Water cut; Hydrology (agriculture); Geotechnical engineering; Petroleum engineering; Oceanography; Porous medium; Porosity","score_opus":0.01858408666161192,"score_gpt":0.22020299572233443,"score_spread":0.2016189090607225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313209603","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30576414,0.0016894995,0.43179628,0.0035034816,0.0006196114,0.00029962792,0.011202465,0.0017000871,0.24342486],"genre_scores_gemma":[0.903517,0.0004909299,0.017651234,0.00028117892,0.000075474876,0.00029371763,0.0021978945,0.0001943389,0.07529823],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998223,0.000037109352,0.000007818033,0.000045313314,0.00004467734,0.00004276543],"domain_scores_gemma":[0.9996487,0.00009765466,0.000044199256,0.000037031466,0.00011950417,0.000052901858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021529276,0.0006147672,0.0008415266,0.0006258004,0.00059113535,0.0012375007,0.0023404742,0.0018991721,0.018984446],"category_scores_gemma":[0.000993795,0.00051647995,0.0008062676,0.0006096794,0.0008340172,0.0014018341,0.0012087126,0.00087529636,0.0020752028],"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":[0.00006106012,0.000039417926,0.0007486599,0.00007291003,0.000032963064,0.00014065682,0.000034080076,0.964594,0.00081141706,0.027064934,0.0023561898,0.004043647],"study_design_scores_gemma":[0.000018554196,0.000015929198,0.00016467614,0.0000064850706,0.0000073927895,0.000013671407,0.00001376412,0.9935142,0.0001159363,0.0045224912,0.0015994787,0.0000074291174],"about_ca_topic_score_codex":0.035432324,"about_ca_topic_score_gemma":0.018162023,"teacher_disagreement_score":0.035432324,"about_ca_system_score_codex":0.00095167797,"about_ca_system_score_gemma":0.0013913176,"threshold_uncertainty_score":0.07045221},"labels":[],"label_agreement":null},{"id":"W2318126694","doi":"10.2118/180061-ms","title":"Dynamic Reservoir Characterization and Production Optimization by Integrating Intelligent Inflow Tracers and Pressure Transient Analysis in a Long Horizontal Well for the Ekofisk Field, Norwegian Continental Shelf","year":2016,"lang":"en","type":"article","venue":"SPE Bergen One Day Seminar","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":8,"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":"Petroleum engineering; Inflow; Permeability (electromagnetism); Geology; Environmental geology; Completion (oil and gas wells); Reservoir modeling; Submarine pipeline; Outflow; Geobiology; Reservoir simulation; Water injection (oil production); Oil field; Regional geology; Petrophysics; Geotechnical engineering; Hydrogeology; Metamorphic petrology; Porosity","score_opus":0.005860436513875884,"score_gpt":0.2305762797097118,"score_spread":0.22471584319583593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318126694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97845846,0.0000680773,0.019384563,0.000057016765,0.000008147332,0.000034459586,0.0003270866,0.000368956,0.0012932245],"genre_scores_gemma":[0.9905826,0.000029907733,0.008774551,0.000005695077,0.0000012675603,0.000013984026,0.00015313145,0.000012309993,0.0004265729],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999256,0.000010195202,0.0000055300675,0.000022207989,0.000022785667,0.00001376634],"domain_scores_gemma":[0.9998348,0.00006401791,0.000020461492,0.000013753568,0.000046775574,0.000020187652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027269564,0.0003437934,0.00026643087,0.0004565243,0.0003147088,0.00062120456,0.00033429931,0.00042440573,0.0008192401],"category_scores_gemma":[0.00035805072,0.00021055677,0.0002791098,0.0003997567,0.000266729,0.00040367525,0.00020905765,0.00023319053,0.00009692963],"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":[0.00051519036,0.00042159177,0.066058405,0.00012852324,0.000046466066,0.00068325293,0.0002762158,0.76612824,0.10920468,0.00058037764,0.00059091515,0.05536614],"study_design_scores_gemma":[0.000014515024,0.00013653009,0.014131247,0.00000458814,0.000013669339,0.00001600951,0.000110037894,0.97507066,0.010118482,0.000118697695,0.00025075136,0.000014850823],"about_ca_topic_score_codex":0.029315745,"about_ca_topic_score_gemma":0.046474326,"teacher_disagreement_score":0.029315745,"about_ca_system_score_codex":0.0007011343,"about_ca_system_score_gemma":0.0008762372,"threshold_uncertainty_score":0.058290184},"labels":[],"label_agreement":null}]}