{"id":"W2767491816","doi":"","title":"Political certainty at the heart of African mining investment, says SNL","year":2015,"lang":"en","type":"article","venue":"Industrial Minerals","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Investment (military); Politics; Mining industry; State (computer science); Business; Finance; Engineering; Political science; Geography; Law; Archaeology; Mining engineering; Computer science","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003678574,0.0001131712,0.0003004058,0.00007581445,0.00005126284,0.000004458477,0.00009807001,0.001885979,0.0001281717],"category_scores_gemma":[0.0008488093,0.00006720227,0.00008240984,0.0002264052,0.0004065945,0.0000212445,0.00008653582,0.001119357,0.00003291681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008316476,"about_ca_system_score_gemma":0.0001878141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002679599,"about_ca_topic_score_gemma":0.00001363757,"domain_scores_codex":[0.9989647,0.00009122794,0.0002915742,0.0001592389,0.000184947,0.0003083234],"domain_scores_gemma":[0.9991964,0.0001507136,0.00007271638,0.0003028933,0.00006416618,0.000213113],"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":[0.000641038,0.0001647634,0.008378346,0.000008983616,0.0001951461,0.00004134295,0.0003836728,0.000005663382,0.02409655,0.0517853,0.9136611,0.0006381411],"study_design_scores_gemma":[0.00561017,0.001167917,0.0006743665,0.0001372342,0.0002626629,0.000319802,0.001825124,0.00005345354,0.05522837,0.00135429,0.9331683,0.000198314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7164443,0.000250655,0.000002326802,0.154387,0.0004641215,0.0003074143,0.00001143841,0.0000515779,0.1280812],"genre_scores_gemma":[0.9779798,0.000003573561,0.0001192485,0.003178681,0.0005074189,0.000009878091,0.00001262189,0.00001139438,0.01817736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2615356,"threshold_uncertainty_score":0.9994098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134848128050231,"score_gpt":0.3100562803902984,"score_spread":0.1965714675852753,"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."}}