{"id":"W2018437195","doi":"10.1190/1.1444868","title":"Special Section on mining geophysics—Introduction","year":2000,"lang":"en","type":"article","venue":"Geophysics","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Special section; Geophysics; Geology; Exploration geophysics; Library science; Computer science; Engineering; Engineering physics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001227617,0.0002113215,0.0002278276,0.00004901964,0.0002703372,0.00006816789,0.0001583216,0.00008379632,0.009167455],"category_scores_gemma":[0.00002421789,0.000182511,0.0001351885,0.0006384808,0.00006091898,0.0002353913,0.000005011821,0.0002840857,0.005410547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008510482,"about_ca_system_score_gemma":0.00002296969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004626703,"about_ca_topic_score_gemma":0.00004819695,"domain_scores_codex":[0.9984261,0.0001141606,0.0001948505,0.0004537643,0.0003554698,0.0004555943],"domain_scores_gemma":[0.9993709,0.0001398337,0.00005660969,0.0002581047,0.000038071,0.0001364758],"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":[0.0001274824,0.0000721149,0.0004009054,0.000005573396,0.00001426957,0.000004237177,0.00009974329,0.002481403,0.00009153611,0.00039415,0.01167787,0.9846307],"study_design_scores_gemma":[0.0004829988,0.001155559,0.6042797,0.00001165904,0.00004183043,0.000008973017,0.0000457687,0.002944458,0.00075375,0.0253347,0.3643636,0.0005769923],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9180145,0.0000126232,0.00004868749,0.0005499191,0.003194101,0.0001294186,0.00002011988,0.0001084036,0.07792222],"genre_scores_gemma":[0.7991877,0.00003763025,0.001426273,0.0008814735,0.1822595,0.000004320127,0.0002101486,0.0000158075,0.01597719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9840537,"threshold_uncertainty_score":0.9953638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104333729949738,"score_gpt":0.2099454701662649,"score_spread":0.1995120971712911,"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."}}