{"id":"W3021273430","doi":"10.1051/e3sconf/202016800002","title":"Borehole resistivity and induced polarization tomography at the Canadian Shield for Mineral Exploration in north-western Sudbury","year":2020,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Borehole; Overburden; Mineral exploration; Mineralization (soil science); Induced polarization; Electrical resistivity tomography; Shield; Mineralogy; Economic geology; Electrical resistivity and conductivity; Mining engineering; Geophysics; Petrology; Seismology; Soil science; Tectonics; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000144608,0.00007025131,0.0001257895,0.0000563162,0.0001051632,0.00004019948,0.00009393787,0.00004831324,0.00005492612],"category_scores_gemma":[0.0001360182,0.00004715749,0.00002631948,0.0003628695,0.00005977474,0.0001334303,0.000006378198,0.00008141036,0.000002751552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001872581,"about_ca_system_score_gemma":0.0002011896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1175311,"about_ca_topic_score_gemma":0.9203997,"domain_scores_codex":[0.9993658,0.00009455809,0.0001322025,0.0001501486,0.0001099187,0.000147394],"domain_scores_gemma":[0.9995123,0.0002373631,0.00005081433,0.00005196332,0.00003514803,0.000112375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004514121,0.00000435598,0.9444491,0.00001127877,0.000003915572,5.34377e-7,0.0002603942,0.00003540494,0.0001973008,0.0001790286,0.00004799936,0.05476559],"study_design_scores_gemma":[0.0001285658,0.0002248404,0.9939216,0.000004861597,0.000006033056,1.152293e-7,0.00005811686,0.003168738,0.0003996637,0.001021254,0.0009987738,0.00006744399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939028,0.0001041103,0.0000807912,0.004709015,0.00004332427,0.0001767982,0.00005278858,0.000005907914,0.0009244575],"genre_scores_gemma":[0.9993623,0.000007377723,0.0001261149,0.0003345469,0.00005087669,0.000002988618,0.00008050453,0.000001023368,0.00003427791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8028686,"threshold_uncertainty_score":0.8883453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04858897589871703,"score_gpt":0.2451148469030372,"score_spread":0.1965258710043202,"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."}}