{"id":"W4389958895","doi":"10.1080/14432471.2023.2287269","title":"What lies beneath revisited – supergene enrichment and conductivity","year":2023,"lang":"en","type":"article","venue":"Preview","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Condor Petroleum (Canada)","funders":"","keywords":"Supergene (geology); Conductivity; Geology; Geochemistry; Materials science; Mineralogy; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004840996,0.0001014327,0.0002449501,0.00003207055,0.00009450071,0.00007566885,0.00008575294,0.00002820343,0.0009241404],"category_scores_gemma":[0.0001249908,0.00006782138,0.00005091177,0.0005487592,0.00003273113,0.0002831357,0.00002402292,0.00007918184,0.0006747947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000106239,"about_ca_system_score_gemma":0.000007997707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009394505,"about_ca_topic_score_gemma":0.00002074442,"domain_scores_codex":[0.9990662,0.000182601,0.0001347403,0.0002333868,0.0001320147,0.0002510143],"domain_scores_gemma":[0.9994596,0.0002457906,0.00002721531,0.0001307363,0.00002002698,0.0001166721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000002636936,0.000006906328,0.009178735,0.0001588734,0.000009429055,0.000003100974,0.00003929094,0.000006658489,0.00003935942,0.0001163688,0.0004508929,0.9899877],"study_design_scores_gemma":[0.0001257376,0.0001807152,0.8228397,0.0001993821,0.00005136022,0.000006560469,0.00003545787,0.00134449,0.0002290862,0.01092642,0.1638148,0.0002461987],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7962991,0.1994302,0.00003423991,0.002147304,0.0003881517,0.000378922,0.00001772266,0.0001292135,0.001175163],"genre_scores_gemma":[0.7337547,0.2624859,0.001130263,0.0007727593,0.0001890018,0.00000820637,0.00009657336,0.000004048187,0.001558542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9897416,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04279724600653319,"score_gpt":0.2853759727480557,"score_spread":0.2425787267415225,"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."}}