{"id":"W2064740729","doi":"10.1190/1.3059119","title":"Minimum‐structure borehole gravity inversion","year":2008,"lang":"en","type":"article","venue":"","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"University of British Columbia","keywords":"Borehole; Gravimeter; Geology; Geophysics; Inversion (geology); Geodesy; Seismology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004293749,0.00007991011,0.0001065333,0.0000281347,0.0001517312,0.00000816865,0.00011567,0.00005324317,0.004023094],"category_scores_gemma":[0.00003848781,0.00005183779,0.00004854834,0.0002772615,0.00006320243,0.00008237226,0.000006800325,0.0001184515,0.0005194129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":6.886507e-7,"about_ca_system_score_gemma":0.00001547738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215628,"about_ca_topic_score_gemma":0.0001304087,"domain_scores_codex":[0.9993253,0.00005515445,0.00008124075,0.0001676966,0.0001641727,0.0002064563],"domain_scores_gemma":[0.9996299,0.00009252533,0.00001869994,0.0001035358,0.00001734352,0.0001380334],"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":[0.00007125096,0.00004349164,0.4045168,0.00001177318,0.00001393584,0.00006290085,0.0001294369,0.0002569048,0.001189518,0.0003206487,0.02092416,0.5724591],"study_design_scores_gemma":[0.0001366394,0.0001275054,0.9692857,0.000001035152,0.000003516056,0.00001604268,0.000006821138,0.003366067,0.002813878,0.008315671,0.01580691,0.00012017],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807934,0.0000584742,0.0001818249,0.0003063986,0.0001416285,0.00004790213,0.00001444865,0.0000449423,0.01841103],"genre_scores_gemma":[0.9918305,0.0000100529,0.00584924,0.0006889285,0.0001046012,7.917707e-8,0.00002882476,9.542472e-7,0.001486795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5723389,"threshold_uncertainty_score":0.9968874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634917563314151,"score_gpt":0.2163351023931478,"score_spread":0.1999859267600063,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}