{"id":"W2020576106","doi":"10.3997/1873-0604.2010003","title":"Remote resistivity contrast mapping using the CARIS system at Terme de Caracalla archaeological site, Rome, Italy","year":2010,"lang":"en","type":"article","venue":"Near Surface Geophysics","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Electrical resistivity and conductivity; Field (mathematics); Mineralogy; Electrical engineering; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0007070181,0.0002735781,0.000410501,0.00001626992,0.0008003543,0.0001178063,0.0003895469,0.000198921,0.000134373],"category_scores_gemma":[0.0001721394,0.0001811501,0.0001885119,0.0005115962,0.0004316898,0.0001182516,0.00009749873,0.0008291102,0.0005084518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002597651,"about_ca_system_score_gemma":0.00009351563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0114165,"about_ca_topic_score_gemma":0.001812637,"domain_scores_codex":[0.9976009,0.000435841,0.0002784801,0.0004782992,0.0004093721,0.0007971746],"domain_scores_gemma":[0.998024,0.001025705,0.0001446497,0.0004529364,0.00008614232,0.0002665076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004550681,0.00016565,0.5190257,0.0003158747,0.0002312663,0.0004517901,0.002776033,0.03149724,0.1138198,0.001124689,0.0002761599,0.3298607],"study_design_scores_gemma":[0.0001696657,0.00008006385,0.7544245,0.00001694379,0.00003563814,0.00004850339,0.00006255955,0.2415567,0.0005639177,0.001194702,0.001580855,0.0002659659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958966,0.00007411402,0.001520642,0.000279826,0.0004128285,0.0002448576,0.00007158174,0.0001046219,0.001394949],"genre_scores_gemma":[0.9799817,0.000004665602,0.01910451,0.0001545295,0.0003134985,4.601816e-7,0.00003073421,0.000009068135,0.0004007842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3295947,"threshold_uncertainty_score":0.9951665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821443648809287,"score_gpt":0.2323773165693329,"score_spread":0.2141628800812401,"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."}}