{"meta":{"query_hash":"4df467ef32fc","filters":{"venue":"Asia Pacific Oil and Gas Conference and Exhibition"},"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/4df467ef32fc","api":"https://metacan.xera.ac/api/v1/cohort?venue=Asia+Pacific+Oil+and+Gas+Conference+and+Exhibition"},"results":[{"id":"W2018725460","doi":"10.2118/110926-ms","title":"Updating the Geomechanical Model and Calibrating Pore Pressure From 3D Seismic Using Data From the Gnu–1 Well, Dampier Sub-Basin, Australia","year":2007,"lang":"en","type":"article","venue":"Asia Pacific Oil and Gas Conference and Exhibition","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":"Apache (Canada)","funders":"","keywords":"Geology; Wireline; Pore water pressure; Drilling; Borehole; Drill; Context (archaeology); Geomechanics; Well logging; Seismology; Petrology; Petroleum engineering; Geotechnical engineering; Engineering","score_opus":0.038319144809737096,"score_gpt":0.23836044237114878,"score_spread":0.2000412975614117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018725460","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":[0.98397833,0.00003064507,0.014419683,0.00010341665,0.000007671605,0.000033738263,0.0003774795,0.0002441066,0.0008048696],"genre_scores_gemma":[0.9911361,0.00002475787,0.008394889,0.000011847369,0.0000020047496,0.000014344425,0.00022867337,0.000022263443,0.00016507583],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997552,0.000053524054,0.000018629697,0.00007255408,0.00007120833,0.000028928138],"domain_scores_gemma":[0.99953115,0.00010365602,0.000058576716,0.000092896276,0.00018582508,0.000027801538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005791434,0.0004807901,0.0003669023,0.0006297391,0.00050733594,0.0009267088,0.0009716109,0.00096885656,0.0006661212],"category_scores_gemma":[0.002418659,0.00060766394,0.0004667326,0.0006048166,0.00059334753,0.00070091983,0.000446954,0.0005295206,0.00037139468],"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":[0.000069482085,0.00016466803,0.11027304,0.00005688859,0.00006493444,0.00039168078,0.00043777944,0.84329504,0.015168157,0.0004431915,0.00038105206,0.02925409],"study_design_scores_gemma":[0.000012589294,0.000036528592,0.053482424,0.000009253956,0.000011978662,0.00005539321,0.00013650485,0.94325405,0.0023496035,0.00019519267,0.000430334,0.000026179876],"about_ca_topic_score_codex":0.14479084,"about_ca_topic_score_gemma":0.18055582,"teacher_disagreement_score":0.14479084,"about_ca_system_score_codex":0.0015632674,"about_ca_system_score_gemma":0.0016634269,"threshold_uncertainty_score":0.2878961},"labels":[],"label_agreement":null},{"id":"W2029960490","doi":"10.2118/110173-ms","title":"Simulation Studies on the Mechanisms and Performances of MEOR using Polymer Producing Microorganism <i>Clostridium</i> sp. TU-15A","year":2007,"lang":"en","type":"article","venue":"Asia Pacific Oil and Gas Conference and Exhibition","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":19,"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":"Microorganism; Residual oil; Petroleum engineering; Produced water; Polymer; Environmental science; Microbial enhanced oil recovery; Chemistry; Pulp and paper industry; Environmental engineering; Geology; Engineering; Bacteria","score_opus":0.023111428077441612,"score_gpt":0.24794360655977193,"score_spread":0.22483217848233034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029960490","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":[0.9915489,0.00007594395,0.0057159574,0.00005546754,0.000014536349,0.000036118796,0.00017080789,0.00010208193,0.0022801172],"genre_scores_gemma":[0.9969041,0.00006546696,0.0023187972,0.000008065596,0.0000017400926,0.000038784416,0.00011935144,0.000006787769,0.000536944],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998884,0.000024423853,0.0000071140657,0.000016357631,0.000022755374,0.00004092535],"domain_scores_gemma":[0.9996119,0.00019690252,0.000051968735,0.000027255819,0.000069512615,0.00004247098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002857058,0.0005222166,0.0005718651,0.0004010115,0.00046185168,0.00039023036,0.0006089955,0.0008330017,0.001138859],"category_scores_gemma":[0.0005937631,0.00022516545,0.0006669718,0.00031111672,0.0003749902,0.00037985158,0.00038262462,0.00038773328,0.0000870999],"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":[0.00011262989,0.000120868695,0.007681776,0.000067507746,0.000026996753,0.000184426,0.00006455299,0.97552854,0.013649315,0.00061445474,0.000105807,0.0018432165],"study_design_scores_gemma":[0.000017960825,0.00012216471,0.0011507032,0.0000039244137,0.000009185056,0.00001112327,0.000041096235,0.99524504,0.0031704556,0.00008107442,0.00013995518,0.000007280773],"about_ca_topic_score_codex":0.011487452,"about_ca_topic_score_gemma":0.0044461903,"teacher_disagreement_score":0.011487452,"about_ca_system_score_codex":0.0005311283,"about_ca_system_score_gemma":0.0005916455,"threshold_uncertainty_score":0.022841156},"labels":[],"label_agreement":null},{"id":"W2321133614","doi":"10.2118/110374-ms","title":"Physical Simulation of In-situ Combustion of Sensitive Heavy Oil Reservoir","year":2007,"lang":"en","type":"article","venue":"Asia Pacific Oil and Gas Conference and Exhibition","topic":"Petroleum Processing and Analysis","field":"Chemistry","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":"Petro-Canada","funders":"","keywords":"Petroleum engineering; Combustion; Environmental science; Injector; Coke; Oil in place; Permeability (electromagnetism); Well stimulation; Water flooding; Petroleum; Waste management; Reservoir engineering; Geology; Engineering; Chemistry","score_opus":0.016311496810112756,"score_gpt":0.2581307338063351,"score_spread":0.24181923699622235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321133614","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":[0.9832485,0.000100522426,0.006743044,0.00018101768,0.000051531864,0.000062010324,0.0004910515,0.00014157573,0.0089806765],"genre_scores_gemma":[0.9972487,0.00004366989,0.0012538688,0.000016136717,0.0000037306074,0.000034816636,0.00018731321,0.000012570453,0.0011991911],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998411,0.00002858212,0.00001006119,0.000028077662,0.000043250297,0.00004891767],"domain_scores_gemma":[0.99945,0.00029397575,0.000051352417,0.00003555243,0.00010290204,0.000066146655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002921119,0.000504223,0.0005229266,0.00034561328,0.00062285765,0.000695966,0.0006987849,0.0011878562,0.0025276693],"category_scores_gemma":[0.0007802147,0.00028217502,0.0006337297,0.00036665192,0.00063672353,0.00052297226,0.00055440515,0.0006166659,0.0001577804],"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":[0.00021833695,0.00020367687,0.007144142,0.000068070156,0.00002325891,0.0003328536,0.00006950591,0.98009264,0.008923741,0.00073222275,0.0002866984,0.0019048346],"study_design_scores_gemma":[0.000039211307,0.00009934316,0.001994945,0.0000043661666,0.000007516468,0.000017421266,0.000055429384,0.99488056,0.0024972572,0.0001345806,0.00026204658,0.000007424068],"about_ca_topic_score_codex":0.01166173,"about_ca_topic_score_gemma":0.006132629,"teacher_disagreement_score":0.01166173,"about_ca_system_score_codex":0.000603092,"about_ca_system_score_gemma":0.0006399735,"threshold_uncertainty_score":0.023187697},"labels":[],"label_agreement":null},{"id":"W4252025012","doi":"10.2118/109246-ms","title":"Development of Highly Contaminated Gas and Oil Fields, Breakthrough CO2/H2S Separation Technologies","year":2007,"lang":"en","type":"article","venue":"Asia Pacific Oil and Gas Conference and Exhibition","topic":"Marine and Offshore Engineering Studies","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":"Abu dhabi; Middle East; Fossil fuel; Crude oil; Emerging technologies; Natural gas; Resource (disambiguation); Capital investment; Environmental science; Investment (military); Contamination; Natural gas field; Computer science; Petroleum engineering; Engineering; Business; Waste management; Geography","score_opus":0.0101825586145947,"score_gpt":0.2159474284143226,"score_spread":0.2057648697997279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252025012","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":[0.5332037,0.016354322,0.09686794,0.0061625023,0.0006797892,0.00082218426,0.0021844248,0.0017440924,0.341981],"genre_scores_gemma":[0.7944427,0.013498428,0.05626562,0.0005815579,0.00008676942,0.00021884695,0.0024414202,0.00013061894,0.13233411],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996401,0.00002270542,0.000013666344,0.000036873378,0.00024008672,0.00004652496],"domain_scores_gemma":[0.99979144,0.000015790312,0.000024631057,0.00001615355,0.00010639739,0.000045518682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004836319,0.00035714102,0.00015548518,0.0005766227,0.00048235984,0.0010967844,0.00038531463,0.0005235141,0.004842683],"category_scores_gemma":[0.00023078776,0.00014971358,0.00025192718,0.0005149311,0.00027948926,0.0009021444,0.00058968324,0.00061630626,0.0014962394],"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":[0.00036088584,0.0004979628,0.0041692764,0.0009604707,0.000020511154,0.00071516965,0.000299889,0.009814498,0.60065794,0.025745185,0.023886617,0.33287162],"study_design_scores_gemma":[0.000080539015,0.00124141,0.00957932,0.00014046642,0.000023482915,0.00062210776,0.0003716288,0.008046125,0.6668043,0.0046482715,0.30839744,0.00004490908],"about_ca_topic_score_codex":0.0046494505,"about_ca_topic_score_gemma":0.007515406,"teacher_disagreement_score":0.004842683,"about_ca_system_score_codex":0.002013537,"about_ca_system_score_gemma":0.0016925515,"threshold_uncertainty_score":0.016200364},"labels":[],"label_agreement":null}]}