{"id":"W4200493938","doi":"10.1029/2021gl096072","title":"3D Joint Inversion of Scanning Magnetic Microscopy Data","year":2021,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Remanence; Natural remanent magnetization; Magnetization; Geology; Magnetometer; Magnetic anomaly; Rock magnetism; Mineralogy; Geophysics; Physics; Magnetic field","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006133287,0.0007313769,0.0004326286,0.001588875,0.0002517389,0.001133883,0.0008011669,0.0006686217,0.003540171],"category_scores_gemma":[0.001927274,0.0004631163,0.0008870537,0.0009987268,0.0003501789,0.00062671,0.0007711492,0.0006521645,0.00107635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004426315,"about_ca_system_score_gemma":0.001163258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005348593,"about_ca_topic_score_gemma":0.007441681,"domain_scores_codex":[0.9998091,0.00002607369,0.00001020668,0.00003445113,0.00008632908,0.00003387686],"domain_scores_gemma":[0.9994137,0.0001721323,0.00007190176,0.0001008615,0.0002084918,0.00003286081],"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":[0.0004311498,0.0002538658,0.01047873,0.0003845152,0.0002938297,0.0004817761,0.0003295347,0.5324557,0.2099866,0.005806651,0.005942297,0.2331553],"study_design_scores_gemma":[0.00001073652,0.00001947375,0.001754576,0.000005700747,0.00001273327,0.00005612487,0.00003840916,0.9807928,0.01380243,0.001319463,0.002169614,0.00001788416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2667834,0.000176888,0.7172241,0.0003630927,0.000136419,0.0001491127,0.002805192,0.00658579,0.005775979],"genre_scores_gemma":[0.7068492,0.0001275118,0.2872262,0.00009749132,0.00002946681,0.000133453,0.003401263,0.0004948851,0.001640568],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005348593,"threshold_uncertainty_score":0.01184303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08777300214363738,"score_gpt":0.341111513244568,"score_spread":0.2533385111009306,"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."}}