{"meta":{"query_hash":"5c30b45db5d7","filters":{"venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2004"},"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/5c30b45db5d7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Symposium+on+the+Application+of+Geophysics+to+Engineering+and+Environmental+Problems+2004"},"results":[{"id":"W4205742684","doi":"10.4133/1.2923378","title":"Transient Audio‐Magnetotelluric Imaging of a Buried Valley","year":2004,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2004","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":"Magnetotellurics; Transient (computer programming); Geology; Transient analysis; Computer science; Seismology; Electrical engineering; Transient response; Engineering; Electrical resistivity and conductivity","score_opus":0.004040291671317931,"score_gpt":0.16742694641205144,"score_spread":0.16338665474073352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205742684","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":[0.9498661,0.00023606488,0.047280412,0.0014256046,0.000044953737,0.00054557447,0.000044257496,0.000031253847,0.00052575907],"genre_scores_gemma":[0.99835145,0.00003655629,0.0014202587,0.00008361843,0.000036273526,0.000012958279,0.000018020359,0.000006347359,0.000034525914],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9991741,0.000015405263,0.00020755951,0.00021543489,0.0001991827,0.00018829406],"domain_scores_gemma":[0.9995559,0.00007876114,0.00006619496,0.00020196573,0.0000056103268,0.00009156107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012399742,0.00014046088,0.00016594461,0.000043138254,0.000053249874,0.000008222271,0.00014713765,0.00002685223,0.000015141916],"category_scores_gemma":[0.0000042287193,0.000104524996,0.00005795346,0.00020605722,0.00006145637,0.000043725733,0.0000127591375,0.00010279099,0.000042146974],"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":[0.000022537999,0.00010410248,0.00023094914,0.00005198664,0.000017097771,2.7744878e-7,0.00026740477,0.79568034,0.15884241,0.0012740657,0.0000043909204,0.04350444],"study_design_scores_gemma":[0.0026879543,0.003160019,0.5153835,0.00031160944,0.00020401561,0.00002312178,0.00024487675,0.19829798,0.21941514,0.05187705,0.006685528,0.0017092025],"about_ca_topic_score_codex":0.0004223276,"about_ca_topic_score_gemma":0.0000016910503,"teacher_disagreement_score":0.59738237,"about_ca_system_score_codex":0.0000090324,"about_ca_system_score_gemma":0.0000066270272,"threshold_uncertainty_score":0.42624056},"labels":[],"label_agreement":null},{"id":"W4231125908","doi":"10.4133/1.2923247","title":"Magnetic Compensation of Magnetic Noises Related to Aircraft's Maneuvers in Airborne Survey","year":2004,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2004","topic":"Statistical and numerical algorithms","field":"Mathematics","cited_by":12,"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":"Government of Ontario","keywords":"Compensation (psychology); Aerospace engineering; Magnetic survey; Computer science; Aeronautics; Environmental science; Acoustics; Automotive engineering; Engineering; Physics; Magnetic anomaly","score_opus":0.008346449344164097,"score_gpt":0.2060120616001992,"score_spread":0.1976656122560351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231125908","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":[0.97082484,0.00004186706,0.027375871,0.0006051439,0.000029525107,0.0008765996,0.00008007954,0.000028397979,0.0001376638],"genre_scores_gemma":[0.99517393,0.000017606324,0.0045846947,0.000042041018,0.00000635107,0.00008821564,0.000021933234,0.000021834312,0.00004341691],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9990818,0.000022472996,0.00033038628,0.00021377143,0.00019475348,0.00015684967],"domain_scores_gemma":[0.99939615,0.00021821339,0.0000657489,0.00023357617,0.0000090454,0.000077284414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001662589,0.00014685804,0.00020901997,0.00006285932,0.000024693487,0.00000584083,0.00012469305,0.000043243,0.000010438242],"category_scores_gemma":[0.00002558033,0.00012449978,0.00002836705,0.00024528347,0.00005476967,0.000025920996,0.00004809446,0.00009889261,0.000034879984],"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":[0.00012718434,0.0012559644,0.00082167314,0.0003737703,0.000040049392,0.000001591856,0.0015767923,0.51305443,0.3987295,0.06695522,0.00004794614,0.017015876],"study_design_scores_gemma":[0.004022236,0.004947393,0.66700286,0.00067725295,0.00013902514,0.000012636055,0.00030637332,0.04559049,0.06121737,0.21404742,0.0004714159,0.0015655261],"about_ca_topic_score_codex":0.00029530548,"about_ca_topic_score_gemma":0.0000062623267,"teacher_disagreement_score":0.6661812,"about_ca_system_score_codex":0.00006684019,"about_ca_system_score_gemma":0.0000051002785,"threshold_uncertainty_score":0.5076954},"labels":[],"label_agreement":null},{"id":"W4249732810","doi":"10.4133/1.2923308","title":"Archaeological Reconnaissance at Tel Yavne, Israel: 2‐D Electrical Imaging and Low Altitude Aerial Photography","year":2004,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2004","topic":"Archaeological Research and Protection","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":"Aerial photography; Low altitude; Archaeology; Photography; Altitude (triangle); Remote sensing; Geography; Geology; Art; Visual arts","score_opus":0.005304796213569666,"score_gpt":0.17879262569120438,"score_spread":0.17348782947763472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249732810","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":[0.98470515,0.0003457978,0.013133945,0.00093145936,0.000028566437,0.00060764526,0.000031542546,0.000036501446,0.00017936692],"genre_scores_gemma":[0.998488,0.0003489237,0.000875936,0.00014492135,0.000051683568,0.000043570275,0.000028356462,0.0000056975564,0.000012919849],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990633,0.00002310986,0.00015573444,0.00029588575,0.0001949235,0.0002670053],"domain_scores_gemma":[0.99954915,0.000093253555,0.00004704574,0.00015407351,0.000004562161,0.00015189155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001735805,0.00014255439,0.00013028026,0.000051221716,0.00016253222,0.000012718585,0.00013165748,0.000043916276,0.000022468548],"category_scores_gemma":[0.000012529341,0.00010262379,0.00003741146,0.00013362113,0.00024107049,0.000059174727,0.000056061275,0.0001753026,0.000038982966],"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":[0.00050079654,0.00014489834,0.04509228,0.00011952091,0.000060363578,0.0000044239355,0.0006466621,0.4221555,0.44766328,0.00617064,0.000029651816,0.07741197],"study_design_scores_gemma":[0.0022561431,0.0030137522,0.7608315,0.0001828559,0.000039337134,0.000086189495,0.00011637352,0.094730735,0.07030192,0.06260971,0.004595959,0.0012355474],"about_ca_topic_score_codex":0.00051075616,"about_ca_topic_score_gemma":0.000019163062,"teacher_disagreement_score":0.7157392,"about_ca_system_score_codex":0.00001823397,"about_ca_system_score_gemma":0.0000058207224,"threshold_uncertainty_score":0.41848767},"labels":[],"label_agreement":null}]}