{"id":"W3105701606","doi":"10.15406/paij.2020.04.00218","title":"Geomagnetic inversion for delineation of ore deposits in chenar mine","year":2020,"lang":"en","type":"article","venue":"Physics & Astronomy International Journal","topic":"Mining and Gasification Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Institute of Earthquake Engineering and Seismology","keywords":"Geology; Earth's magnetic field; Mining engineering; Inversion (geology); Geochemistry; Mineralogy; Geophysics; Seismology","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":[0.000176328,0.0001840971,0.0002166304,0.001055192,0.0002193981,0.0002552579,0.0002847755,0.0002567919,0.0004927283],"category_scores_gemma":[0.0003001161,0.00008830983,0.0001567372,0.0006823728,0.0001437158,0.0001786314,0.0002209592,0.0002050188,0.0001687383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044397,"about_ca_system_score_gemma":0.0004269028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01462253,"about_ca_topic_score_gemma":0.03669892,"domain_scores_codex":[0.9999244,0.00001081953,0.000003636622,0.00001964387,0.00002428109,0.00001705954],"domain_scores_gemma":[0.9999228,0.00001367383,0.00001233272,0.000007026895,0.00003599148,0.000008287589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006998823,0.0002761413,0.4212282,0.0002842334,0.0001423677,0.00113633,0.00141625,0.03785435,0.3189775,0.0008114179,0.002005737,0.2151676],"study_design_scores_gemma":[0.00007225533,0.0001152139,0.7386078,0.00002281304,0.00006061817,0.0005779757,0.001018302,0.2236036,0.03175937,0.0004475127,0.003671713,0.00004285231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989804,0.00007416966,0.007399064,0.00007051192,0.00000754082,0.00001908973,0.0002158103,0.0002163952,0.002193348],"genre_scores_gemma":[0.9915388,0.00003287852,0.007972253,0.000008822523,0.000003741895,0.000004713569,0.0001586234,0.00001166885,0.0002684144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462253,"threshold_uncertainty_score":0.02907485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192509225748692,"score_gpt":0.230440438779364,"score_spread":0.2111895162044948,"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."}}