{"id":"W2802899452","doi":"10.2172/839329","title":"METHANE HYDRATE PRODUCTION FROM ALASKAN PERMAFROST","year":2005,"lang":"en","type":"report","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Clathrate hydrate; Drilling; Geology; Natural gas; Arctic; Casing; Petroleum engineering; Fossil fuel; Methane; Scientific drilling; Earth science; Hydrate; Oceanography; Engineering","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":[0.00009637204,0.0002488853,0.0001521614,0.0006236982,0.0004320586,0.0003185916,0.0001504707,0.0001417232,0.0007901475],"category_scores_gemma":[0.000108642,0.0001193463,0.0001368651,0.0003870399,0.0001717534,0.0001978102,0.0002257506,0.0001273934,0.0001432179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005170193,"about_ca_system_score_gemma":0.0002360071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0236069,"about_ca_topic_score_gemma":0.04362935,"domain_scores_codex":[0.9999315,0.000003703931,0.0000046047,0.00002072484,0.00002667283,0.00001278081],"domain_scores_gemma":[0.9999535,0.000009024478,0.000008601244,0.000003636249,0.00001499642,0.00001025499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001336443,0.0001174662,0.2919939,0.0002726374,0.00008320747,0.001703875,0.0007045061,0.004831052,0.6698143,0.0001698762,0.0005887562,0.02838402],"study_design_scores_gemma":[0.00001740202,0.0002839233,0.8205813,0.00001906923,0.00003876646,0.000219499,0.000639539,0.002497463,0.1725634,0.00006894924,0.003050846,0.00001983821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977962,0.0001041279,0.00005214172,0.000007508555,0.000002216113,0.000002672215,0.0007594549,0.000007082477,0.001268574],"genre_scores_gemma":[0.9975929,0.0001263711,0.0001556316,0.00000542186,0.000001932962,0.000005120103,0.001170703,0.000004491391,0.0009374868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0236069,"threshold_uncertainty_score":0.04693896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233764874164956,"score_gpt":0.2559726935564043,"score_spread":0.2336350448147547,"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."}}