{"id":"W2909902000","doi":"10.4095/220864","title":"Assessments of gas hydrate concentrations estimated from sonic logs in the JAPEX/JNOC/GSC et al. Mallik 5L-38 gas hydrate research production well","year":2005,"lang":"en","type":"report","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clathrate hydrate; Hydrate; Petroleum engineering; Production (economics); Chemistry; Geology; Organic chemistry; Economics","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":[0.000302524,0.0002483485,0.0001242431,0.001463245,0.0005524465,0.0004633344,0.0002600027,0.0001953075,0.0006019527],"category_scores_gemma":[0.0004421824,0.0001557878,0.0001084929,0.0005094864,0.0002996575,0.0002589984,0.0003266257,0.0001556999,0.00007434005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283339,"about_ca_system_score_gemma":0.0005878416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1194666,"about_ca_topic_score_gemma":0.3390442,"domain_scores_codex":[0.9997651,0.00001375874,0.00001598474,0.00003889112,0.0001370731,0.00002927026],"domain_scores_gemma":[0.9997519,0.00002786475,0.00005774696,0.00001452356,0.000122879,0.00002502441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004565419,0.00006415653,0.6992144,0.000105815,0.00005415325,0.0006473644,0.001443136,0.002655228,0.2609227,0.0003097591,0.0004267014,0.03369992],"study_design_scores_gemma":[0.00001506469,0.0001329985,0.9288852,0.00001299691,0.0000370681,0.0001100345,0.001016458,0.002565073,0.0643378,0.00005575094,0.002811698,0.00001989314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996762,0.0000484983,0.0004780129,0.00001335991,0.000001730655,0.00002057886,0.0004015774,0.00003142534,0.002242706],"genre_scores_gemma":[0.9967468,0.00005564304,0.001431094,0.00001009574,0.000001162901,0.00002468213,0.000461144,0.000007298333,0.001262098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8805335,"threshold_uncertainty_score":0.2375424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09819572983899018,"score_gpt":0.3959998703460225,"score_spread":0.2978041405070324,"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."}}