{"id":"W2804661983","doi":"10.1144/sp465.19","title":"Simon Papp, a prominent Hungarian petroleum geologist: how to run exploration projects from a prison cell","year":2018,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Engineering Research Board","keywords":"Geologist; Geology; Petroleum exploration; Prison; Petroleum; Mining engineering; Petroleum engineering; Paleontology; Archaeology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002952948,0.0004497304,0.0003469166,0.0007797286,0.01032309,0.006014923,0.001271993,0.002342941,0.02625752],"category_scores_gemma":[0.009904454,0.0004211525,0.0003537487,0.0004385942,0.004655992,0.006137836,0.005659943,0.004190392,0.008690331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002435994,"about_ca_system_score_gemma":0.006168249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007359222,"about_ca_topic_score_gemma":0.01751923,"domain_scores_codex":[0.9981588,0.0007501412,0.00007732371,0.0001530035,0.0004243989,0.0004363084],"domain_scores_gemma":[0.9946791,0.0006825055,0.0002778601,0.0002779698,0.001094399,0.002988155],"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":[0.0001579696,0.0001173993,0.006935662,0.0002414404,0.00003309385,0.002611977,0.01557075,0.0007094487,0.001251657,0.02267496,0.7942787,0.1554169],"study_design_scores_gemma":[0.00001919921,0.0001264111,0.00446545,0.0008191054,0.00001825059,0.00180491,0.04764247,0.0007007182,0.0009751992,0.01498437,0.9283669,0.00007712919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1418436,0.02228991,0.03588793,0.6027721,0.01934824,0.0003677915,0.0004685613,0.002116175,0.1749057],"genre_scores_gemma":[0.6938897,0.01060737,0.04567058,0.05387473,0.001603137,0.0003813602,0.0004166583,0.001172103,0.1923842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02625752,"threshold_uncertainty_score":0.08784014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653768134934222,"score_gpt":0.2329775934098892,"score_spread":0.2064399120605469,"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."}}