{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"76a4ad8f6288","filters":{"venue":"Geophysics and Geophysical Exploration"}},"results":[{"id":"W775956466","doi":"","title":"An Application of loop-loop EM Method for Geotechnical Survey","year":2001,"lang":"en","type":"article","venue":"Geophysics and Geophysical Exploration","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Inversion (geology); Electrical resistivity and conductivity; Mathematical analysis; Planar; Electrical impedance; Mathematics; Geometry; Geology; Engineering; Computer science; Electrical engineering; Seismology","authors":[{"name":"You Jin-Sang","is_ca":false},{"name":"Yoonho Song","is_ca":false},{"name":"Seo Soon-Jee","is_ca":false},{"name":"Youngsoo Song","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03344950867662154,"gpt":0.2980926494621083,"spread":0.2646431407854867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002953452,0.0004850546,0.000306563,0.000715707,0.0002397566,0.0002907681,0.0007438319,0.0005044136,0.003734585],"category_scores_gemma":[0.0006272571,0.0002155836,0.0003993853,0.0007593973,0.00019783,0.0005693332,0.0006063138,0.0003373043,0.0008307588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002037018,"about_ca_system_score_gemma":0.0004221642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349722,"about_ca_topic_score_gemma":0.00164841,"domain_scores_codex":[0.9997925,0.00004563744,0.000006455929,0.00005412344,0.00008491044,0.0000164184],"domain_scores_gemma":[0.9998155,0.00004675184,0.00001712225,0.00003723608,0.00007408966,0.000009198375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001969045,0.0001375777,0.005892549,0.0002384809,0.0001018448,0.000261974,0.0004456515,0.1271424,0.1016675,0.01149375,0.004566723,0.7478545],"study_design_scores_gemma":[0.00003367411,0.0001062744,0.002845915,0.00001367013,0.0000235734,0.0003799735,0.00009348364,0.9561545,0.02452989,0.003814576,0.01196065,0.00004392435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007007244,0.00002573789,0.9907262,0.00001902533,0.00001223859,0.00002941782,0.00005524885,0.0008902048,0.001234561],"genre_scores_gemma":[0.1543924,0.00006938318,0.8415841,0.00005495408,0.00001789854,0.0001318826,0.0003350744,0.0001389562,0.003275381],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003734585,"threshold_uncertainty_score":0.01249343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}