{"id":"W7100741662","doi":"","title":"5. PROJECT DESCRIPTION Title for this project description: 2001 SUR Nomination (partial) Development of Computational Techniques with Application to Petroleum Exploration","year":2008,"lang":"en","type":"article","venue":"","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum exploration; Software; Petroleum industry; Development (topology); Oil exploration; Fossil fuel","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003312448,0.0006185053,0.0005041523,0.001680613,0.001183248,0.003561581,0.0009184333,0.001268256,0.2986785],"category_scores_gemma":[0.004335708,0.000339163,0.0006325165,0.001668974,0.0002165527,0.001543846,0.002337168,0.0009642508,0.2616488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009692033,"about_ca_system_score_gemma":0.003732968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00417445,"about_ca_topic_score_gemma":0.003987982,"domain_scores_codex":[0.9985766,0.0002617205,0.00009733898,0.0002248589,0.0005792905,0.0002601267],"domain_scores_gemma":[0.994739,0.0003150259,0.0002066252,0.0004883125,0.002523871,0.001727177],"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":[0.0003154139,0.0001906167,0.001781823,0.0007283577,0.000009208532,0.00007623276,0.000194489,0.000662449,0.002932675,0.003953086,0.7590212,0.2301345],"study_design_scores_gemma":[0.00004030975,0.0001058122,0.002003141,0.0001174741,0.000004206208,0.00005265978,0.0001149651,0.0005050325,0.001372812,0.0004844822,0.9951816,0.00001744654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01185944,0.003091,0.1040856,0.01145015,0.01138023,0.01089208,0.1631473,0.01792757,0.6661666],"genre_scores_gemma":[0.03020967,0.002203478,0.08600825,0.001010591,0.0008769028,0.006795445,0.1495112,0.005126031,0.7182585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7013215,"threshold_uncertainty_score":0.9991791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07403455858546094,"score_gpt":0.2548499919618852,"score_spread":0.1808154333764243,"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."}}