{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"9b88502dd467","filters":{"venue":"Contributions to Geophysics and Geodesy"}},"results":[{"id":"W1968625084","doi":"10.2478/v10126-012-0004-9","title":"Geoid versus quasigeoid: a case of physics versus geometry","year":2012,"lang":"en","type":"article","venue":"Contributions to Geophysics and Geodesy","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Australian Research Council","keywords":"Geoid; Geodesy; Geodetic datum; Geology; Undulation of the geoid; Surface (topology); Geophysics; Geometry; Mathematics","authors":[{"name":"Petr Vaníček","is_ca":true},{"name":"Robert Kingdon","is_ca":true},{"name":"Marcelo C. Santos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03030864748763224,"gpt":0.2765444801026135,"spread":0.2462358326149813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003587483,0.0002381583,0.0003320097,0.00008460756,0.0003673163,0.000055832,0.0001469514,0.00008254575,0.00009630049],"category_scores_gemma":[0.000148566,0.0002288044,0.0001265547,0.0006386206,0.0001097597,0.0003232859,0.00004810402,0.0001395312,0.0002579874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001604034,"about_ca_system_score_gemma":0.00006440574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004460381,"about_ca_topic_score_gemma":0.0005021429,"domain_scores_codex":[0.9984207,0.0000597165,0.0002724007,0.000276982,0.0002909883,0.0006791872],"domain_scores_gemma":[0.9985012,0.0002806312,0.0001216988,0.0003556799,0.0002920408,0.0004486998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003292134,0.001625044,0.2064003,0.0002317787,0.001323724,0.0001467951,0.002440945,0.002752734,0.002502443,0.1233529,0.002819548,0.6531117],"study_design_scores_gemma":[0.02208394,0.004387963,0.8822422,0.0001594923,0.001409112,0.0001757366,0.002343034,0.004759199,0.008139207,0.02610511,0.04463967,0.003555327],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938255,0.0007122435,0.001012506,0.000129499,0.001197462,0.0002985249,0.001580357,0.00003010236,0.001213828],"genre_scores_gemma":[0.99891,0.00003117057,0.000239843,0.00005948577,0.0004670193,0.00000577929,0.0002261373,0.000006332471,0.00005422952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6758419,"threshold_uncertainty_score":0.9330375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047608613","doi":"10.31577/congeo.2020.50.2.1","title":"Minerals and ore deposits exploration using meta-heuristic based optimization on magnetic data","year":2020,"lang":"en","type":"article","venue":"Contributions to Geophysics and Geodesy","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Mineral exploration; Tectonics; Exploration geophysics; Geophysics; Algorithm; Mineralogy; Mining engineering; Seismology; Computer science","authors":[{"name":"Mohamed Gobashy","is_ca":false},{"name":"Maha Abdelazeem","is_ca":false},{"name":"Mohamed Abdrabou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0926616624687066,"gpt":0.2950721349286372,"spread":0.2024104724599306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001505558,0.0001738508,0.000291382,0.00004498784,0.0002708191,0.0001383781,0.0001439506,0.00005001431,0.00008790491],"category_scores_gemma":[0.0003949096,0.0001391645,0.00004117359,0.0005033403,0.00004571099,0.0002521866,0.00004113387,0.0001154689,0.00003221336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003347486,"about_ca_system_score_gemma":0.00003616242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003456317,"about_ca_topic_score_gemma":0.00003792909,"domain_scores_codex":[0.9987945,0.0001396455,0.0001915372,0.0004471611,0.0001708686,0.0002563029],"domain_scores_gemma":[0.9989972,0.0002930277,0.00005430451,0.000227331,0.0001130802,0.0003150583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002897064,0.0001462239,0.001331201,0.00008065627,0.0002216083,0.00001961901,0.0001341259,0.7726458,0.001543037,0.002987669,0.001023721,0.2195766],"study_design_scores_gemma":[0.0003482507,0.0004977368,0.009111672,0.000008960599,0.0004133027,0.000001357827,0.000008045808,0.9854658,0.0001545732,0.002550103,0.001222287,0.0002179172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2362587,0.00204958,0.741616,0.01599884,0.0001999711,0.001064533,0.002389271,0.0001189746,0.0003041627],"genre_scores_gemma":[0.9824399,0.00003376041,0.01454531,0.002012095,0.0001759933,0.000005042966,0.000750031,0.000004916425,0.00003295723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7461812,"threshold_uncertainty_score":0.5674963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790652521","doi":"10.1515/congeo-2017-0011","title":"Computation of precise geoid model of Auvergne using current UNB Stokes-Helmert’s approach","year":2017,"lang":"en","type":"article","venue":"Contributions to Geophysics and Geodesy","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Geoid; Geodesy; Geology; Levelling; GNSS applications; Undulation of the geoid; Gravitational field; Geophysics; Global Positioning System; Computer science; Physics","authors":[{"name":"Juraj Janák","is_ca":false},{"name":"Petr Vaníček","is_ca":true},{"name":"Ismael Foroughi","is_ca":true},{"name":"Robert Kingdon","is_ca":true},{"name":"Michael B. Sheng","is_ca":true},{"name":"Marcelo C. Santos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05701594062965937,"gpt":0.3007530291848467,"spread":0.2437370885551873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002609099,0.000148719,0.000309123,0.00006713001,0.0004613987,0.00006796821,0.0002221511,0.00004423081,0.000006254737],"category_scores_gemma":[0.00006249827,0.0001398779,0.00008566012,0.0001112322,0.0001368843,0.00022892,0.00005147931,0.0001005036,0.000006777354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008520915,"about_ca_system_score_gemma":0.0001068986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290629,"about_ca_topic_score_gemma":0.0000908855,"domain_scores_codex":[0.998887,0.00003338372,0.0002799196,0.0002482991,0.0002963879,0.0002550061],"domain_scores_gemma":[0.9987876,0.00002691516,0.0002875936,0.0003316592,0.0004238078,0.0001424368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001942696,0.0006425222,0.1027716,0.0003373399,0.0001882767,8.924665e-7,0.0006576221,0.6628796,0.01058344,0.007330339,0.000204803,0.2142093],"study_design_scores_gemma":[0.0007081737,0.0001000463,0.2483912,0.00008195337,0.00009107201,6.919372e-7,0.00002586127,0.732002,0.0008720939,0.01741413,0.00009080829,0.000222029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447582,0.0003463684,0.05246651,0.00005554478,0.0001840545,0.0003307154,0.001469628,0.000008096437,0.0003808626],"genre_scores_gemma":[0.9984705,0.00003392664,0.001246001,0.00001041207,0.00005257511,0.0000020031,0.0001596176,0.000003409772,0.00002159642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2139873,"threshold_uncertainty_score":0.5704057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046945930","doi":"10.31577/congeo.2020.50.2.3","title":"A regional Stokes-Helmert geoid determination for Costa Rica (GCR-RSH-2020): computation and evaluation","year":2020,"lang":"en","type":"article","venue":"Contributions to Geophysics and Geodesy","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Universidad de Costa Rica","keywords":"Geoid; Geodesy; Geodetic datum; GNSS applications; Geology; Geopotential; Satellite; Gravitational field; Computation; Undulation of the geoid; Geophysics; Mathematics; Algorithm; Physics","authors":[{"name":"Jaime Garbanzo León","is_ca":false},{"name":"Alonso Vega Fernández","is_ca":false},{"name":"Mauricio Varela Sánchez","is_ca":false},{"name":"Juan Picado SALVATIERRA","is_ca":false},{"name":"Robert Kingdon","is_ca":true},{"name":"Oscar H. Lücke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03540172648423415,"gpt":0.2875575500911183,"spread":0.2521558236068842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003597323,0.0001553767,0.0001926146,0.00004274681,0.0004305992,0.0001356067,0.0000765946,0.00005366979,0.00002362253],"category_scores_gemma":[0.0001283936,0.0001548016,0.00005523201,0.0002608717,0.00005165771,0.0002080826,0.0000151334,0.00008658253,0.00003584733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001437111,"about_ca_system_score_gemma":0.00007615688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003073064,"about_ca_topic_score_gemma":0.0001514022,"domain_scores_codex":[0.998753,0.00006902694,0.0002068295,0.0003665756,0.0003440866,0.0002604912],"domain_scores_gemma":[0.9988613,0.0001499373,0.00009518135,0.00009115371,0.0005476204,0.0002547982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003427081,0.0001176675,0.03427747,0.0001100156,0.000111027,0.000003001494,0.001398682,0.00663166,0.00177874,0.002369274,0.0061739,0.9466859],"study_design_scores_gemma":[0.001607453,0.0004655169,0.4918365,0.00002340089,0.0001356613,0.000003614864,0.00008477637,0.4741699,0.0000835708,0.02008291,0.01118825,0.0003185104],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583879,0.0004182984,0.02900658,0.009093095,0.0001610564,0.001417089,0.001338478,0.00003872922,0.0001387491],"genre_scores_gemma":[0.9964629,0.00003587153,0.0008161202,0.001192775,0.0002038206,0.00002732435,0.001241098,0.000004551322,0.00001554958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9463673,"threshold_uncertainty_score":0.6312627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}