{"id":"W2551686999","doi":"10.1071/aseg2016ab115","title":"Quantitative Magnetization Vector Inversion","year":2016,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geoscience BC","funders":"","keywords":"Magnetization; Remanence; Earth's magnetic field; Stoner–Wohlfarth model; Geology; Condensed matter physics; Magnetic field; Geophysics; Physics; Quantum mechanics","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":[0.001920445,0.0007603872,0.0005077929,0.001517905,0.0002634922,0.002061215,0.001376639,0.0007860977,0.003964427],"category_scores_gemma":[0.007026824,0.0003746843,0.000523249,0.001060109,0.0008644702,0.00248255,0.001276707,0.0009490733,0.001160542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004653681,"about_ca_system_score_gemma":0.0007988533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259585,"about_ca_topic_score_gemma":0.0011406,"domain_scores_codex":[0.9993894,0.0001764076,0.00004142746,0.0001480971,0.0001979885,0.00004661023],"domain_scores_gemma":[0.9980814,0.000815471,0.0002896788,0.0003374595,0.0004215863,0.00005440205],"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":[0.0003071567,0.0001218777,0.007891623,0.000753511,0.0001577924,0.0001815631,0.0004655361,0.3701834,0.1138608,0.1363139,0.004611705,0.3651511],"study_design_scores_gemma":[0.00001325775,0.00007202292,0.001740631,0.00003129039,0.00001876713,0.0002113926,0.00007943706,0.9304669,0.01878149,0.04130781,0.007231723,0.00004523762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007346562,0.0001118221,0.9899419,0.00007041414,0.00001716685,0.00003688658,0.0002660884,0.000636184,0.001572911],"genre_scores_gemma":[0.417614,0.0004117518,0.5768443,0.0001092645,0.00006894973,0.0001752969,0.001624329,0.0005711474,0.002580993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003964427,"threshold_uncertainty_score":0.01326233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990340807514281,"score_gpt":0.2504642844793124,"score_spread":0.2305608764041696,"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."}}