{"id":"W4244966751","doi":"10.2523/108971-ms","title":"An Early-Time Model for Well Testing of a Hydrate-Capped Gas Reservoir","year":2007,"lang":"en","type":"article","venue":"Proceedings of SPE Annual Technical Conference and Exhibition","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hydrate; Clathrate hydrate; Petroleum engineering; Drawdown (hydrology); Natural gas; Geology; Reservoir engineering; Mineralogy; Thermodynamics; Geotechnical engineering; Aquifer; Chemistry; Petroleum; Groundwater","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007662828,0.0001430418,0.0002404634,0.00006332487,0.00007843179,0.00002303169,0.0001795558,0.0001714804,0.00009429368],"category_scores_gemma":[0.00008768388,0.0001233055,0.0000442535,0.0002574548,0.0002661766,0.0005188262,0.0001031057,0.0001520396,0.00001024629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002346157,"about_ca_system_score_gemma":0.000009908752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007966752,"about_ca_topic_score_gemma":0.00000638718,"domain_scores_codex":[0.9987301,0.00000351886,0.0004111883,0.0003287217,0.0002349391,0.0002915345],"domain_scores_gemma":[0.9993576,0.00005922886,0.0002209247,0.00007869538,0.0001441047,0.0001393841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002095291,0.0001461641,0.003290185,0.00007317944,0.0000053566,3.928072e-7,0.0004774159,0.0001744112,0.9896446,0.002106557,0.0002306564,0.003641509],"study_design_scores_gemma":[0.00174827,0.004025119,0.01030429,0.000507862,0.0001216282,0.00001709098,0.001203283,0.2731977,0.5320938,0.1757365,0.0002110938,0.000833347],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796402,0.00001220551,0.001986589,0.0001112953,0.000007332641,0.0003419613,0.00001842658,0.00005144586,0.01783055],"genre_scores_gemma":[0.9822931,0.00002901389,0.01738656,0.00002828926,0.00002685871,0.00001119185,0.000007913075,0.00001349918,0.0002036199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4575509,"threshold_uncertainty_score":0.5028254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636151333598818,"score_gpt":0.25900673332764,"score_spread":0.2326452199916518,"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."}}