{"id":"W4392977205","doi":"10.1016/j.forsciint.2024.111996","title":"Ground penetrating radar and electrical resistivity tomography surveys with a subsequent intrusive investigation in search for the missing Beaumont children in Adelaide, South Australia","year":2024,"lang":"en","type":"article","venue":"Forensic Science International","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council; Australian Research Council; Flinders University; University of Newcastle Australia","keywords":"Electrical resistivity tomography; Ground-penetrating radar; Geology; Archaeology; Feature (linguistics); Radar; Geography; Engineering; Electrical resistivity and conductivity; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144679,0.00008791871,0.00007859389,0.0002342884,0.00009450313,0.0002168751,0.0001720425,0.00002568787,0.000002485866],"category_scores_gemma":[0.00008050214,0.00006367501,0.00002262394,0.0009349933,0.0003097725,0.0002215004,0.00002665283,0.0001997076,7.980962e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094027,"about_ca_system_score_gemma":0.00005958034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000436502,"about_ca_topic_score_gemma":0.0004687704,"domain_scores_codex":[0.999056,0.00003913965,0.0001573653,0.0002562196,0.000283832,0.0002074913],"domain_scores_gemma":[0.999445,0.0003458054,0.00001700469,0.00008199387,0.0000590998,0.00005115369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007013698,0.00008583424,0.4508348,0.0001151369,0.0001299374,0.0000182077,0.006016161,0.01195898,0.08113775,0.1474833,0.00009244902,0.3020572],"study_design_scores_gemma":[0.0001165121,0.00003150227,0.9035141,0.00006988557,0.000004491924,0.000006205684,0.00005381698,0.0887225,0.001635088,0.005759847,0.000005832815,0.00008020974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827645,0.00007458709,0.0161925,0.000468723,0.00009325628,0.0003098043,0.00002450668,0.0000289505,0.0000432018],"genre_scores_gemma":[0.9879967,0.000003901313,0.01181908,0.0000155608,0.00007240628,0.00006401539,0.00001364783,0.000007428867,0.000007263025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4526793,"threshold_uncertainty_score":0.2596592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329343800546935,"score_gpt":0.3004755437873809,"score_spread":0.2671821057819115,"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."}}