{"id":"W3015884678","doi":"10.1088/1755-1315/467/1/012069","title":"The distribution of combustible ice and the status of exploitation","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Distribution (mathematics); Combustibility; Earth science; Mining engineering; Environmental science; Physical geography; Geology; Geography; Archaeology; Mathematics","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":[0.0002411086,0.00008118915,0.00006929938,0.002315122,0.0002329945,0.0006520517,0.0002029018,0.0001332129,0.00341299],"category_scores_gemma":[0.000797553,0.0000541367,0.0000849245,0.002740692,0.0005067796,0.0009771916,0.0003488192,0.0001704588,0.0002766945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003175015,"about_ca_system_score_gemma":0.0001891499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003511216,"about_ca_topic_score_gemma":0.003668104,"domain_scores_codex":[0.9998631,0.00002560509,0.00001261449,0.00002334498,0.00003622396,0.00003905406],"domain_scores_gemma":[0.9993842,0.0001085961,0.0002356031,0.00002127915,0.0001857217,0.00006457321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004960453,0.00005101121,0.8860791,0.0001589007,0.00005893575,0.001265325,0.002141299,0.002048292,0.00705945,0.01536514,0.001112593,0.08416393],"study_design_scores_gemma":[0.000003455328,0.00007985393,0.9745581,0.00005534254,0.00001659841,0.001131379,0.003122685,0.002045277,0.002344572,0.003023191,0.01360389,0.00001563612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870842,0.001108249,0.0002766282,0.00009436228,0.000005553483,0.000003123972,0.0005632509,0.000005349817,0.01085923],"genre_scores_gemma":[0.9980432,0.0004029331,0.0001082467,0.000004178871,0.000007580335,0.00000136315,0.0002458692,0.000002157698,0.001184505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003511216,"threshold_uncertainty_score":0.01141757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277303376484434,"score_gpt":0.1965619358589117,"score_spread":0.1837889020940674,"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."}}