{"id":"W2753057876","doi":"10.1071/pvv2016n183p39","title":"Minerals geophysics","year":2016,"lang":"en","type":"article","venue":"Preview","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Condor Petroleum (Canada)","funders":"","keywords":"Geophysics; Geology; Geochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000337015,0.0008140477,0.0004543949,0.004368452,0.0005349151,0.002567248,0.000585639,0.0007003082,0.1945314],"category_scores_gemma":[0.001069653,0.0003455888,0.0003358236,0.003469408,0.0002531477,0.001429507,0.001106992,0.0008724669,0.1031018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006653991,"about_ca_system_score_gemma":0.002072975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01391359,"about_ca_topic_score_gemma":0.02410428,"domain_scores_codex":[0.9997559,0.00001053488,0.00001034788,0.00003717688,0.0001641892,0.00002175285],"domain_scores_gemma":[0.9995971,0.00004540233,0.0000337849,0.00008170486,0.0001854355,0.00005648999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006907164,0.00002581489,0.00131167,0.0002941173,0.00001396085,0.00007683726,0.00004996569,0.0002992348,0.001473992,0.006839153,0.8247415,0.1648047],"study_design_scores_gemma":[0.000007273442,0.000003243394,0.0007272115,0.00002327307,0.000004031848,0.00002692533,0.00002425457,0.0001055589,0.0004177148,0.001234762,0.9974236,0.00000218003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005239799,0.006529486,0.008924634,0.004732042,0.004970529,0.0001116321,0.1040823,0.01101332,0.8543963],"genre_scores_gemma":[0.02388876,0.00622845,0.009874323,0.0007749321,0.001547075,0.0000685988,0.0582825,0.004423195,0.8949122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1945314,"threshold_uncertainty_score":0.6507722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02798797005855971,"score_gpt":0.2569728438462499,"score_spread":0.2289848737876902,"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."}}