{"id":"W3012088129","doi":"10.1111/1365-2478.12954","title":"Research Note: A proposed procedure for ameliorating edge effects in magnetic data transformations","year":2020,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrick Gold (Canada); Mira Geoscience (Canada); Memorial University of Newfoundland","funders":"","keywords":"Inversion (geology); Magnetization; Transformation (genetics); Geology; Regional geology; Geophysics; Remanence; Magnetic field; Cartesian coordinate system; Computer science; Algorithm; Mathematics; Geometry; Physics; Hydrogeology; Seismology; Metamorphic petrology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008021171,0.0001870534,0.0003337451,0.00008186826,0.0004029282,0.0001377673,0.000584667,0.00008946429,0.00004765407],"category_scores_gemma":[0.002200952,0.0001515405,0.00006841272,0.001948125,0.00009290706,0.0004295635,0.00006096597,0.0008080894,0.0002039335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009863444,"about_ca_system_score_gemma":0.0001155633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004672443,"about_ca_topic_score_gemma":0.0002607108,"domain_scores_codex":[0.99749,0.0002400774,0.0003502842,0.0006855411,0.000452061,0.0007820571],"domain_scores_gemma":[0.9977304,0.001576052,0.00005833219,0.0002768176,0.0001109315,0.000247469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002471632,0.000203787,0.005962072,0.001042059,0.00001106157,0.00001649923,0.002163646,0.0007048997,0.004669553,0.001828951,0.0003061557,0.9828442],"study_design_scores_gemma":[0.001267536,0.002239834,0.1739969,0.0001075096,0.00002555946,0.000002774382,0.0002934421,0.7695692,0.002935773,0.0483218,0.0008017042,0.0004380526],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96053,0.0005082784,0.01692683,0.009164354,0.0002794302,0.005990931,0.0001821837,0.0003412268,0.006076743],"genre_scores_gemma":[0.9819407,0.000002191068,0.01690377,0.0002369333,0.0007246242,0.00002720818,0.0001071791,0.000009581051,0.00004783548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9824061,"threshold_uncertainty_score":0.6179642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06713774533271166,"score_gpt":0.3381267118279999,"score_spread":0.2709889664952882,"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."}}