{"meta":{"query_hash":"3df667827f55","filters":{"venue":"Computing Techniques for Geophysical and Geochemical Exploration"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/3df667827f55","api":"https://metacan.xera.ac/api/v1/cohort?venue=Computing+Techniques+for+Geophysical+and+Geochemical+Exploration"},"results":[{"id":"W2361693263","doi":"","title":"THE APPLICATION OF LARGE SCALE AERO GEOPHYSICAL SURVEY TO GEOLOGICAL PROSPECTING: Cu-Mo POLYMETALLIC MINE PROSPECTING IN NOVA SCOTIA PROVINCE SYDNEY,CANADA","year":2012,"lang":"en","type":"article","venue":"Computing Techniques for Geophysical and Geochemical Exploration","topic":"Geoscience and Mining Technology","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":"Prospecting; Geology; Nova scotia; Geophysical prospecting; Mining engineering; Geological survey; Geophysical survey; Geologic map; Scale (ratio); Aeromagnetic survey; Magnetic survey; Geophysics; Geomorphology; Magnetic anomaly; Cartography; Geography; Oceanography","score_opus":0.013312961001198996,"score_gpt":0.24779075032856596,"score_spread":0.23447778932736696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361693263","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":[0.95701545,0.0022705365,0.002597883,0.0012499623,0.000069455426,0.00023294638,0.0048450725,0.00008882866,0.03162992],"genre_scores_gemma":[0.9786269,0.0013392905,0.0044538598,0.00010112046,0.000008834417,0.000031573487,0.0014031039,0.000015423138,0.014019751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997042,0.000028026418,0.000010689431,0.00003794897,0.00012695738,0.00009216154],"domain_scores_gemma":[0.9994647,0.00003373059,0.00004113436,0.000018150813,0.0003418589,0.000100446196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000249066,0.00026219708,0.00012824338,0.0015034955,0.0010546874,0.0006291035,0.00041034768,0.0001618568,0.0010919336],"category_scores_gemma":[0.0007630647,0.00018265672,0.0001390679,0.0022976233,0.00033844681,0.00017706632,0.0005880497,0.00022346983,0.0001497103],"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":[0.00032806388,0.000072037146,0.7525277,0.0004894743,0.00012461154,0.0030983558,0.0030019055,0.011228117,0.015081012,0.0026182437,0.013948018,0.19748238],"study_design_scores_gemma":[0.000013693685,0.000032304033,0.9721329,0.00004526057,0.000016358168,0.0001981368,0.0024961885,0.0036707504,0.0011155648,0.00007998918,0.020177465,0.000021315225],"about_ca_topic_score_codex":0.99352914,"about_ca_topic_score_gemma":0.9979955,"teacher_disagreement_score":0.012075319,"about_ca_system_score_codex":0.012075319,"about_ca_system_score_gemma":0.025334561,"threshold_uncertainty_score":0.08761299},"labels":[],"label_agreement":null},{"id":"W2375776841","doi":"","title":"DEEP-PENETRATION GEOCHEMISTRY- COMPARISON STUDIES OF TWO CONCEALED DEPOSITS","year":2005,"lang":"en","type":"article","venue":"Computing Techniques for Geophysical and Geochemical Exploration","topic":"Geochemistry and Geologic Mapping","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":"Geology; Geochemistry; Leaching (pedology); Sedimentary rock; Terrain; Arid; Mineralogy; Soil water; Soil science; Paleontology","score_opus":0.03888265905330947,"score_gpt":0.3173103477812344,"score_spread":0.27842768872792495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375776841","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":[0.99860686,0.00005867634,0.00092598115,0.0000052908167,0.0000014427202,0.0000043705245,0.000033693093,0.000009365857,0.00035423928],"genre_scores_gemma":[0.99758387,0.000065449414,0.0016392567,0.00001012047,0.0000012790953,0.0000034296177,0.000072858,0.000006595836,0.0006170731],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998275,0.000014502997,0.000010280331,0.000041533774,0.00006990978,0.000036257064],"domain_scores_gemma":[0.9996655,0.000057041238,0.00006778384,0.000035780256,0.00013099238,0.000042968422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019289582,0.00020696879,0.00036980867,0.0009805622,0.0002847424,0.00035957206,0.0003069645,0.00039128104,0.0005792083],"category_scores_gemma":[0.00054062315,0.00020753611,0.00017859098,0.000579791,0.00035651575,0.00045317705,0.00053314806,0.00034514462,0.00012208446],"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":[0.0007699211,0.00012337354,0.041503247,0.00014898376,0.000058003123,0.0009821354,0.0009474798,0.001903045,0.9320491,0.0004362418,0.000079233854,0.020999251],"study_design_scores_gemma":[0.00010093593,0.0022825417,0.4071531,0.000022183174,0.000128132,0.0030298692,0.0017921977,0.014948386,0.5664808,0.00081722054,0.0031844277,0.0000601719],"about_ca_topic_score_codex":0.0030884526,"about_ca_topic_score_gemma":0.005466899,"teacher_disagreement_score":0.0030884526,"about_ca_system_score_codex":0.00024636742,"about_ca_system_score_gemma":0.00012403136,"threshold_uncertainty_score":0.0061409473},"labels":[],"label_agreement":null},{"id":"W2977506869","doi":"","title":"Geological application and calculation of Mallat wavelet filter coefficients","year":2015,"lang":"en","type":"article","venue":"Computing Techniques for Geophysical and Geochemical Exploration","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PCL Construction (Canada)","funders":"","keywords":"Wavelet; Filter (signal processing); Algorithm; Mathematics; Wavelet transform; Computer science; Artificial intelligence","score_opus":0.027219540188932616,"score_gpt":0.24522822616239795,"score_spread":0.21800868597346534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977506869","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009253588,0.00024589582,0.98309255,0.00013799295,0.00010696901,0.000043885004,0.00021930056,0.0008469877,0.0060529206],"genre_scores_gemma":[0.17777213,0.0009312251,0.80780274,0.00008551997,0.00009857878,0.00014921733,0.00080259587,0.000666612,0.011691358],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958485,0.00004665777,0.000037068425,0.000089552814,0.00020782334,0.00003406083],"domain_scores_gemma":[0.9995042,0.00010199963,0.000045051045,0.00006082741,0.00026904096,0.000018835906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061071076,0.00050463603,0.00035758017,0.0029107055,0.00059446634,0.0009990623,0.0007450607,0.0006810114,0.0043779076],"category_scores_gemma":[0.002412749,0.00025237724,0.00057900546,0.0026351232,0.00042536098,0.0012719957,0.000584692,0.0007693402,0.0020250345],"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":[0.00009031445,0.000054857945,0.0056236475,0.00050532044,0.000058775513,0.0006144675,0.0005483663,0.06387336,0.064364806,0.13902634,0.011350496,0.7138891],"study_design_scores_gemma":[0.000027009102,0.00005598076,0.009688303,0.000109555884,0.00006169905,0.0010425108,0.0002980552,0.75238603,0.08278555,0.059630137,0.09378532,0.00012979496],"about_ca_topic_score_codex":0.0031021158,"about_ca_topic_score_gemma":0.002294461,"teacher_disagreement_score":0.0043779076,"about_ca_system_score_codex":0.00053557527,"about_ca_system_score_gemma":0.0008975921,"threshold_uncertainty_score":0.014645517},"labels":[],"label_agreement":null}]}