{"id":"W4213245453","doi":"10.2172/840423","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Clathrate hydrate; Drilling; Natural gas; Arctic; Geology; Petroleum; Methane; Petroleum engineering; Hydrate; Earth science; Oceanography; Engineering; Waste management","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":[0.0001301808,0.000256579,0.0001819303,0.0005152824,0.0005595781,0.000431129,0.0001579279,0.0001496007,0.0005974102],"category_scores_gemma":[0.0001072356,0.0001235766,0.0001473959,0.0003276383,0.00019075,0.00020649,0.0002948132,0.000143971,0.0001265099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005727551,"about_ca_system_score_gemma":0.0003245485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.018122,"about_ca_topic_score_gemma":0.0335604,"domain_scores_codex":[0.9999303,0.000004871952,0.000004683859,0.00002216892,0.00002665124,0.00001139344],"domain_scores_gemma":[0.9999495,0.000009724091,0.000008909213,0.000003325125,0.00001474266,0.00001371262],"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":[0.001025924,0.00009030395,0.1515664,0.000242119,0.00006009262,0.001215883,0.0006576576,0.004133364,0.8192949,0.0001744034,0.0003325446,0.02120649],"study_design_scores_gemma":[0.00002962692,0.0005534507,0.6866127,0.00003292368,0.0000534135,0.0003284587,0.001089315,0.004651382,0.3013275,0.0001480623,0.005144701,0.00002835396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983745,0.00011253,0.00007426253,0.000006334114,0.000002220127,0.000003205207,0.0003331334,0.000006076071,0.001087671],"genre_scores_gemma":[0.9977849,0.0001485188,0.0002384871,0.000006564267,0.000002051554,0.000006367241,0.0008684684,0.000005133508,0.0009395833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.018122,"threshold_uncertainty_score":0.03603303,"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."}}