{"id":"W2011162509","doi":"10.2118/0812-0050-jpt","title":"Production Method for Methane Hydrate Sees Scientific Success","year":2012,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Methane; Hydrate; Natural gas; Petroleum engineering; Clathrate hydrate; Environmental science; Fossil fuel; Energy source; Waste management; Geology; Engineering; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.002728072,0.0001456979,0.0003083706,0.0003956078,0.0001621119,0.0000283779,0.0004064655,0.0001984436,0.0003662588],"category_scores_gemma":[0.0002376024,0.0001065269,0.0001235079,0.0006645733,0.0002301897,0.0004580949,0.0001184584,0.000378405,0.00008148425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001363908,"about_ca_system_score_gemma":0.00002072622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008202092,"about_ca_topic_score_gemma":0.000007183464,"domain_scores_codex":[0.9984525,0.00009275514,0.0004666346,0.0002176361,0.0002960357,0.0004744384],"domain_scores_gemma":[0.9989439,0.00006108377,0.0005472427,0.0002642462,0.00005436581,0.0001291447],"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":[0.0001247051,0.0003537359,0.02712438,0.00002952897,0.0001316876,0.000006493376,0.0003204594,0.005363564,0.9309567,0.001632004,0.003966663,0.02999005],"study_design_scores_gemma":[0.001762307,0.001023658,0.004019022,0.00006043505,0.0003594315,0.00137757,0.0006682247,0.002811018,0.6414148,0.03018976,0.3157303,0.0005834468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655283,0.001153456,0.02616557,0.003555906,0.00269674,0.0001637785,0.000002664658,0.00004638156,0.0006871902],"genre_scores_gemma":[0.9253089,0.00004191696,0.07165643,0.00003882271,0.0002749353,0.00001360585,0.000001560682,0.00002027618,0.002643514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3117636,"threshold_uncertainty_score":0.434404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224927116741418,"score_gpt":0.2729535459100502,"score_spread":0.260704274742636,"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."}}