{"id":"W4402047079","doi":"10.3390/min14090888","title":"Moment Estimation from Time Domain Electromagnetic Data","year":2024,"lang":"en","type":"article","venue":"Minerals","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Time domain; Moment (physics); Waveform; Impulse response; Impulse (physics); Method of moments (probability theory); Computer science; Electromagnetic field; Mathematics; Physics; Mathematical analysis; Telecommunications; Statistics; Classical mechanics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006991229,0.0005319572,0.000558216,0.001329547,0.0002160516,0.0007882941,0.000567838,0.0005297213,0.001481981],"category_scores_gemma":[0.005553866,0.0002706879,0.0005331626,0.001690093,0.0003528434,0.00131461,0.000749844,0.0007803738,0.0007276603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936791,"about_ca_system_score_gemma":0.0003981081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008218086,"about_ca_topic_score_gemma":0.0008460766,"domain_scores_codex":[0.9995705,0.000142903,0.00002468237,0.0000759309,0.0001483173,0.00003761868],"domain_scores_gemma":[0.9982312,0.001019875,0.0002434693,0.0002302504,0.0002485176,0.00002672805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002142136,0.0000828935,0.003094457,0.0002626225,0.000119346,0.0001357192,0.0001968429,0.2048273,0.04450934,0.03073759,0.003023603,0.7127961],"study_design_scores_gemma":[0.00002293032,0.00006596306,0.00344534,0.00002429728,0.00002706523,0.000187855,0.00005195073,0.962473,0.01525438,0.01360103,0.004799261,0.00004695928],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009216493,0.0001239099,0.9898229,0.00003534826,0.00001772188,0.0000137177,0.0001308643,0.0002557678,0.0003832661],"genre_scores_gemma":[0.2934861,0.0009131117,0.700223,0.00007068423,0.0001726896,0.0001278145,0.002240013,0.000198161,0.002568382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001481981,"threshold_uncertainty_score":0.004957736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099853119613505,"score_gpt":0.2596507745974283,"score_spread":0.2386522434012933,"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."}}