{"id":"W1676752","doi":"","title":"SUBSIDENCE PREDICTION CAUSED BY THE OIL AND GAS DEVELOPMENT","year":2006,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Groundwater-related subsidence; Geology; Subsidence; Submarine pipeline; Fossil fuel; Natural gas; Petroleum engineering; Natural (archaeology); Compaction; Mining engineering; Geotechnical engineering; Geomorphology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006528725,0.00006500759,0.0001185977,0.00003702445,0.00006618465,0.00001252094,0.0001175575,0.00004305205,0.000007721735],"category_scores_gemma":[0.00004192367,0.0000361406,0.00001613633,0.00006435857,0.00003608502,0.00005412374,0.00001058296,0.0001800668,0.000001948622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002081506,"about_ca_system_score_gemma":0.00001331416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002058498,"about_ca_topic_score_gemma":0.00001095081,"domain_scores_codex":[0.9994043,0.00008021956,0.0002768404,0.00002903515,0.0001056968,0.0001039589],"domain_scores_gemma":[0.9995018,0.0002973587,0.00006094167,0.00008147884,0.00003555457,0.00002290869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001508637,0.000007042523,0.01960764,0.00004344198,0.00005827755,0.000001562072,0.0007557594,0.9627935,0.002287696,0.0001631818,0.007384196,0.006882671],"study_design_scores_gemma":[0.003462566,0.000160849,0.08032493,0.0003813899,0.0001455162,0.009035753,0.0007042582,0.781137,0.01426717,0.002982036,0.1068119,0.0005866895],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582012,0.00196762,0.03902296,0.0003658011,0.0002402462,0.00001130032,5.677023e-7,0.00002698098,0.0001633074],"genre_scores_gemma":[0.9973301,0.001036363,0.001483392,0.000006421883,0.00001062627,0.000001061768,5.847022e-7,0.000009257075,0.0001221492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1816565,"threshold_uncertainty_score":0.1473771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028359678576525,"score_gpt":0.2283455159133418,"score_spread":0.2180619191275766,"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."}}