{"id":"W7095243025","doi":"","title":"Ex","year":2001,"lang":"en","type":"article","venue":"","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magnetotellurics; Curse of dimensionality; Depth sounding; Invariant (physics); Principal component analysis; Electrical impedance","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002068719,0.0002207454,0.0001368469,0.001036413,0.0005247964,0.0005569256,0.0002665307,0.0001337715,0.00693019],"category_scores_gemma":[0.0006279199,0.00006947419,0.00008183008,0.001598592,0.0003450929,0.0001534529,0.0004541219,0.0001070777,0.001907603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00212479,"about_ca_system_score_gemma":0.001640262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6773778,"about_ca_topic_score_gemma":0.8396768,"domain_scores_codex":[0.9998187,0.00001315244,0.00000911547,0.00003604895,0.00008434263,0.00003863985],"domain_scores_gemma":[0.9996867,0.00001373787,0.00004098059,0.00003824182,0.0001839877,0.00003629392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000428988,0.00006460674,0.6276675,0.0002784993,0.0001082239,0.000452438,0.001515099,0.00327886,0.03021281,0.003197039,0.02078361,0.3120123],"study_design_scores_gemma":[0.00001047414,0.00003123763,0.9563703,0.00001951634,0.00002437731,0.0002255697,0.0005608046,0.0010617,0.002552456,0.0002841205,0.03884554,0.00001388744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9083017,0.0006622618,0.00534773,0.0002511898,0.00004380179,0.00007513242,0.04074059,0.0004823493,0.04409511],"genre_scores_gemma":[0.940101,0.000300538,0.003888945,0.0000793484,0.0000191903,0.0000235343,0.0342183,0.00006141975,0.02130776],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9930698,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984132219383413,"score_gpt":0.2365019985860276,"score_spread":0.2166606763921935,"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."}}