{"id":"W4389134153","doi":"10.1093/jge/gxad089","title":"Advances in transient electromagnetic methods","year":2023,"lang":"en","type":"article","venue":"Journal of Geophysics and Engineering","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Transient (computer programming); Geology; Computer science; Engineering","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":[0.002713188,0.0009873464,0.001313662,0.001901463,0.0005118084,0.002097557,0.001447739,0.001732194,0.00938194],"category_scores_gemma":[0.007271801,0.0005550216,0.001142648,0.00193962,0.001680582,0.00323684,0.002011344,0.004302218,0.00462471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007558038,"about_ca_system_score_gemma":0.0009643055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006273294,"about_ca_topic_score_gemma":0.0003978574,"domain_scores_codex":[0.9985493,0.0006121196,0.0001087786,0.0002227271,0.000441126,0.00006589466],"domain_scores_gemma":[0.9960012,0.001995616,0.000134387,0.0008258993,0.0009208833,0.0001219291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001373531,0.0001639494,0.000534924,0.0009889008,0.0001148169,0.0001037658,0.0002146521,0.02146628,0.009151836,0.5293203,0.02297513,0.4148281],"study_design_scores_gemma":[0.00006870109,0.0001468766,0.0009957184,0.0005241726,0.00009326753,0.0005877945,0.00007683987,0.2302091,0.009303202,0.3738289,0.384071,0.00009447086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00283083,0.03293508,0.927532,0.00242722,0.002809538,0.00004982303,0.0001159361,0.0004365526,0.03086296],"genre_scores_gemma":[0.1586458,0.08241744,0.6732346,0.002673461,0.01209798,0.0003521582,0.0006388263,0.001230321,0.06870932],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00938194,"threshold_uncertainty_score":0.03138572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007612175723451092,"score_gpt":0.2458670137308018,"score_spread":0.2382548380073507,"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."}}