{"meta":{"query_hash":"74be6c8f61c2","filters":{"venue":"Geophysical and Geochemical Exploration"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/74be6c8f61c2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Geophysical+and+Geochemical+Exploration"},"results":[{"id":"W2347961700","doi":"","title":"CURRENT STATUS AND FUTURE TRENDS OF NON-SEISMIC GEOPHYSICAL SOFTWARE","year":2011,"lang":"en","type":"article","venue":"Geophysical and Geochemical Exploration","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","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":"China; Software; Exploration geophysics; Domain (mathematical analysis); Geology; Visualization; Internationalization; Seismology; Geophysics; Regional science; Computer science; Data mining; Geography; Business; Archaeology; International trade","score_opus":0.017674734313745936,"score_gpt":0.2577159909000615,"score_spread":0.24004125658631553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347961700","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":[0.23436652,0.00015172646,0.7644143,0.0006062311,0.00005982493,0.00011018935,0.000012740349,0.00012133652,0.00015713972],"genre_scores_gemma":[0.928199,0.00026919393,0.07105633,0.00008395847,0.00024041376,0.00007331565,0.000055187546,0.0000076255587,0.000015009031],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99910915,0.0000136101935,0.00019622364,0.00035262105,0.00014207854,0.00018632191],"domain_scores_gemma":[0.9994396,0.000040783558,0.00008826989,0.00021093896,0.00009293045,0.00012746325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000275521,0.0001386758,0.00017611252,0.000053289343,0.00007331087,0.000023238747,0.00015664045,0.000052618587,0.000003196278],"category_scores_gemma":[0.0000063773427,0.000121522346,0.00004852344,0.00031416488,0.00010143198,0.00049707526,0.00017884845,0.00014122289,0.000005334615],"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":[0.000018965067,0.0002971046,0.000101840684,0.000031541287,0.0000089369705,6.7966624e-7,0.00084643863,0.0000116714455,0.0038039247,0.1580109,0.00018216061,0.83668584],"study_design_scores_gemma":[0.00052618387,0.00031686056,0.028635414,0.00003555959,0.000022516353,0.0000041604912,0.000050968218,0.04956283,0.027279735,0.88368833,0.00944629,0.0004311206],"about_ca_topic_score_codex":0.000018907358,"about_ca_topic_score_gemma":5.26425e-7,"teacher_disagreement_score":0.8362547,"about_ca_system_score_codex":0.000009627703,"about_ca_system_score_gemma":0.000018528874,"threshold_uncertainty_score":0.49555373},"labels":[],"label_agreement":null},{"id":"W2350249170","doi":"","title":"THE APPLICATION OF NEW 1∶200 000 REGIONAL GEOCHEMICAL METHODS TO WUCHAGOU SHEET IN INNER MONGOLIAN FOREST-SWAMP AREA","year":2003,"lang":"en","type":"article","venue":"Geophysical and Geochemical Exploration","topic":"Geochemistry and Geologic Mapping","field":"Computer 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":"CAE (Canada)","funders":"","keywords":"Geology; Swamp; Inner mongolia; Mineralization (soil science); Prospecting; Geochemistry; Earth science; Mining engineering; Physical geography; Soil science; Soil water; Archaeology; Geography","score_opus":0.02677008194334781,"score_gpt":0.2736390431313253,"score_spread":0.2468689611879775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2350249170","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":[0.34115255,0.00014213104,0.6371825,0.018292574,0.00009519922,0.0005046015,0.0000033649665,0.00008650545,0.002540588],"genre_scores_gemma":[0.96136457,0.000026315935,0.037451576,0.00038001486,0.00013080079,0.00014922401,0.000036181358,0.00000545446,0.0004558447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99827975,0.0001076216,0.00042445687,0.00056198303,0.0002443015,0.00038186988],"domain_scores_gemma":[0.9986476,0.00033500895,0.00012287065,0.0005080629,0.00016155295,0.0002249414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041600462,0.0002121561,0.0002717099,0.00005057715,0.00011460287,0.000064995475,0.00044476608,0.00016044732,0.0000057569896],"category_scores_gemma":[0.00055487035,0.00016381075,0.000077067365,0.000653484,0.000118301636,0.00030199412,0.00018361102,0.0002507013,0.000013091598],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017879378,0.0005210727,0.0018743369,0.000085898035,0.000041494368,0.0000054687694,0.0035147753,0.003242491,0.37435105,0.4866886,0.008236082,0.12125993],"study_design_scores_gemma":[0.00059866044,0.00010100682,0.0014300767,0.000039031263,0.000010540092,0.000012614494,0.00028213067,0.048910875,0.17047259,0.71932596,0.0584122,0.00040429892],"about_ca_topic_score_codex":0.00013795089,"about_ca_topic_score_gemma":0.000031742973,"teacher_disagreement_score":0.620212,"about_ca_system_score_codex":0.000028736798,"about_ca_system_score_gemma":0.00006334889,"threshold_uncertainty_score":0.6680008},"labels":[],"label_agreement":null},{"id":"W2351692461","doi":"","title":"A STUDY OF MAGNETOTELLURIC SOUNDING IN THE MIDDLE SEGMENT OF THE LONGMENSHAM STRUCTURAL BELT","year":2012,"lang":"en","type":"article","venue":"Geophysical and Geochemical Exploration","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary 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":"Magnetotellurics; Geology; Depth sounding; Seismology; Anisotropy; Geophysics; Engineering; Electrical engineering","score_opus":0.043412354102219636,"score_gpt":0.2446913327143357,"score_spread":0.20127897861211608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351692461","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":[0.9990511,0.00012941888,0.00003863912,0.00020337147,0.00010455736,0.00029415384,0.000006835568,0.00000490281,0.0001670335],"genre_scores_gemma":[0.99960697,0.000004042822,0.00015269071,0.000050442715,0.00014051715,0.0000057600696,0.000015240995,0.0000015831373,0.000022755952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879533,0.0002355276,0.0002617155,0.00015468849,0.00029930612,0.00025341922],"domain_scores_gemma":[0.99931514,0.0003337278,0.00009880729,0.00016580723,0.000027941285,0.000058581696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025033363,0.00011626612,0.00020417209,0.000026727237,0.00008209822,0.00001385015,0.00017682544,0.000043988777,0.00003127011],"category_scores_gemma":[0.00008144232,0.000058170142,0.000058811005,0.00051933754,0.00010045854,0.00020016383,0.00003234792,0.00019019652,0.000005389758],"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":[0.0005034983,0.0031540059,0.6283336,0.00027202297,0.00009470274,0.0000050534345,0.044643186,0.0014424458,0.021049066,0.005075728,0.00008706179,0.29533958],"study_design_scores_gemma":[0.00046682367,0.0005667067,0.9614881,0.000017067005,0.000039983817,0.0000035281878,0.0035126822,0.0029154976,0.0055579264,0.025265552,0.00002754281,0.0001385412],"about_ca_topic_score_codex":0.0006037019,"about_ca_topic_score_gemma":0.00012848641,"teacher_disagreement_score":0.3331545,"about_ca_system_score_codex":0.0000026430225,"about_ca_system_score_gemma":0.000007972563,"threshold_uncertainty_score":0.23721096},"labels":[],"label_agreement":null},{"id":"W2354824340","doi":"","title":"THE EXPERIMANTAL APPLICATION OF SOME DEEP-PENETRATING GEOCHEMICAL METHODS OVER THE SPENCE CONCEALED PORPHYRY COPPER DEPOSIT IN CHILE","year":2011,"lang":"en","type":"article","venue":"Geophysical and Geochemical Exploration","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","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":"Porphyry copper deposit; Anomaly (physics); Geology; Geochemistry; Mineral exploration; Copper; Mineral; Sulfide; Seismology; Metallurgy; Materials science; Fluid inclusions","score_opus":0.02097659612046658,"score_gpt":0.26102318815065023,"score_spread":0.24004659203018364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354824340","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":[0.9274304,0.00041191792,0.06816569,0.001594991,0.00009322081,0.00039374453,0.0000017883525,0.0000625762,0.0018456993],"genre_scores_gemma":[0.9917207,0.000041999345,0.0077524115,0.0001981478,0.00011416409,0.00012995025,0.000014647956,0.0000035463224,0.000024439352],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998494,0.0001299031,0.00041330376,0.00044890825,0.0002019283,0.00031193867],"domain_scores_gemma":[0.9987953,0.00039197318,0.00018255263,0.00046840825,0.000084237465,0.000077574296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039811077,0.00018495716,0.00022099604,0.000019482424,0.00020453264,0.00006001466,0.0005979721,0.00011685127,0.000004987126],"category_scores_gemma":[0.00017390942,0.00011858026,0.000075042975,0.00027744914,0.00032469878,0.00050130015,0.00033216097,0.00028721403,0.000006772094],"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":[0.00008741382,0.00026580648,0.0020499935,0.000046931364,0.000023714765,0.000004318499,0.00432898,0.0000374201,0.8520492,0.09636696,0.00011202084,0.044627264],"study_design_scores_gemma":[0.00046888928,0.000080952195,0.013249793,0.000030919036,0.000012264882,0.0000150229525,0.000475394,0.08645071,0.73903555,0.15944481,0.00044527816,0.00029044555],"about_ca_topic_score_codex":0.000167211,"about_ca_topic_score_gemma":0.000012175846,"teacher_disagreement_score":0.11301366,"about_ca_system_score_codex":0.000018460703,"about_ca_system_score_gemma":0.000023744848,"threshold_uncertainty_score":0.48355627},"labels":[],"label_agreement":null},{"id":"W2359527751","doi":"","title":"THE APPLICATION OF AIRBORNE GRAVITY SURVEY TO EARTH SCIENCE IN FOREIGN COUNTRIES","year":2004,"lang":"en","type":"article","venue":"Geophysical and Geochemical Exploration","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","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":"Terrain; China; Adaptability; Desert (philosophy); Earth science; Geology; Geological survey; Geography; Physical geography; Remote sensing; Regional science; Geophysics; Archaeology; Cartography; Political science","score_opus":0.018131581308055998,"score_gpt":0.22700709510847936,"score_spread":0.20887551380042335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2359527751","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":[0.9979386,0.000023278088,0.0011534448,0.0004470007,0.00003460582,0.00021396553,0.00003435586,0.0000074550903,0.00014733124],"genre_scores_gemma":[0.9996192,0.0000150851965,0.0001655273,0.00006643091,0.00003413262,0.000006379787,0.00008641958,0.0000012992615,0.000005542815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990201,0.000028034416,0.00017549266,0.00023360764,0.00032531473,0.00021744634],"domain_scores_gemma":[0.99946934,0.000085243526,0.00005231485,0.00015116947,0.00014368467,0.000098272496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054753025,0.00008501587,0.000120308774,0.00003661194,0.0001838435,0.00005476636,0.0001559973,0.000028465158,0.000002329924],"category_scores_gemma":[0.0001134344,0.000059948063,0.000019562845,0.00054162357,0.00027405034,0.0002770216,0.000021727245,0.000080505575,0.000043009823],"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":[0.0008239672,0.00055240537,0.5519735,0.000096068165,0.000024389317,0.0000027192946,0.001979087,0.012836884,0.08357079,0.10022917,0.00008466801,0.24782635],"study_design_scores_gemma":[0.00020674312,0.00009709022,0.8471008,0.00000794074,0.0000024705575,2.2341369e-7,0.000051820898,0.0008241183,0.020765333,0.13067208,0.00018466076,0.000086706925],"about_ca_topic_score_codex":0.005790741,"about_ca_topic_score_gemma":0.00580482,"teacher_disagreement_score":0.29512733,"about_ca_system_score_codex":0.0000054134084,"about_ca_system_score_gemma":0.0000607043,"threshold_uncertainty_score":0.87539065},"labels":[],"label_agreement":null},{"id":"W2372735129","doi":"","title":"SEVERAL NEW TYPES OF AIRBORNE GRAVIMETRIC SYSTEMS AND AIRBORNE GRAVITY GRADIOMETRIC SYSTEMS","year":2005,"lang":"en","type":"article","venue":"Geophysical and Geochemical Exploration","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","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":"Gravimetric analysis; Prospecting; Geology; Remote sensing; Environmental science; Mining engineering; Chemistry","score_opus":0.023212234864719884,"score_gpt":0.21176288338149768,"score_spread":0.1885506485167778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372735129","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":[0.99580705,0.0024459274,0.0006315881,0.00030662408,0.00019373519,0.00026317989,0.00006723367,0.000033889668,0.0002507897],"genre_scores_gemma":[0.9988179,0.0001335854,0.00020233603,0.00002918941,0.00041485485,0.0000030628535,0.00019647216,0.0000047782705,0.00019778089],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985591,0.00006391874,0.00033026206,0.00036074527,0.00039775867,0.00028819116],"domain_scores_gemma":[0.9991997,0.00010687503,0.00013904452,0.00016948172,0.00010629484,0.00027859455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019645705,0.0002027666,0.00038005723,0.00018809101,0.00009833538,0.0000978689,0.000109104905,0.00010251237,0.0000138814175],"category_scores_gemma":[0.00006190514,0.00016782653,0.000057335215,0.0009291588,0.00009387848,0.0004534018,0.000023168257,0.00015782665,0.000060336464],"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":[0.0009839446,0.0013900056,0.1466943,0.0014917074,0.0005915049,0.00002075382,0.0014689375,0.030853149,0.019629864,0.0308727,0.005481884,0.76052123],"study_design_scores_gemma":[0.0025080834,0.0011412456,0.8058904,0.00016038945,0.00024314968,0.00002897629,0.00024852945,0.14803733,0.0040144483,0.030959265,0.005658226,0.001109962],"about_ca_topic_score_codex":0.0049060886,"about_ca_topic_score_gemma":0.00006872029,"teacher_disagreement_score":0.7594113,"about_ca_system_score_codex":0.000007311314,"about_ca_system_score_gemma":0.000033284126,"threshold_uncertainty_score":0.74165714},"labels":[],"label_agreement":null},{"id":"W2393253098","doi":"","title":"THE EXPLORATION EFFICIENCY OF THE HELICOPTER FREQUENCY DOMAIN ELECTROMAGNETIC SYSTEM WITH TOWED BIRD IN THE HONGGUANG IRON DEPOSIT,MIYUN COUNTY,BEIJING","year":2006,"lang":"en","type":"article","venue":"Geophysical and Geochemical Exploration","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","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":"Impulse (physics); Geology; Beijing; Exploration geophysics; Acoustics; Remote sensing; Electrical engineering; Mining engineering; Geophysics; Engineering; China; Physics; Archaeology; Geography","score_opus":0.005866354928873783,"score_gpt":0.18193264202936663,"score_spread":0.17606628710049285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2393253098","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":[0.9948544,0.0003367317,0.0016720438,0.001898339,0.00007311687,0.00044561474,0.000007136694,0.000038283153,0.0006743418],"genre_scores_gemma":[0.9990771,0.000021572127,0.00049916806,0.00010078591,0.00021680052,0.000032162134,0.000028702296,0.0000059257,0.00001780881],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99803233,0.00035869752,0.0003742098,0.00033552863,0.00048494685,0.00041428872],"domain_scores_gemma":[0.9988952,0.0005565772,0.00015130012,0.0002742446,0.0000701484,0.00005247392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036889964,0.00021187658,0.00022892942,0.000032077187,0.00040617381,0.00012698247,0.000319979,0.00008427324,0.00000415732],"category_scores_gemma":[0.000050691346,0.00009340815,0.000078706624,0.00083498575,0.00025016023,0.00032208985,0.00002138269,0.00030792187,0.000017081104],"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":[0.0023311782,0.0021470264,0.08176831,0.0010200058,0.00011256179,0.000073760675,0.0072465786,0.0079918755,0.47972208,0.14544852,0.0006144147,0.27152368],"study_design_scores_gemma":[0.0022284614,0.0027161972,0.6458621,0.0003175985,0.00016191158,0.00005264739,0.0029917723,0.045537587,0.040551845,0.25824067,0.00026682398,0.0010723876],"about_ca_topic_score_codex":0.0033884696,"about_ca_topic_score_gemma":0.0019013978,"teacher_disagreement_score":0.56409377,"about_ca_system_score_codex":0.000012486606,"about_ca_system_score_gemma":0.00003058699,"threshold_uncertainty_score":0.5122375},"labels":[],"label_agreement":null}]}