{"id":"W2909847323","doi":"10.4095/220714","title":"Summary and implications of the Mallik 2002 Gas Hydrate Production Research Well Program","year":2005,"lang":"en","type":"report","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Clathrate hydrate; Hydrate; Production (economics); Petroleum engineering; Environmental science; Geology; Economics; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001804217,0.000189965,0.0002268462,0.00007047864,0.000257322,0.00003297445,0.0003695262,0.0002643985,0.005546784],"category_scores_gemma":[0.00007551612,0.0001122917,0.00008161252,0.0006273074,0.0006599171,0.00009061945,0.0004938444,0.0007166532,0.0002889141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002497984,"about_ca_system_score_gemma":0.0001182747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288298,"about_ca_topic_score_gemma":0.000494705,"domain_scores_codex":[0.9975412,0.0001894945,0.0004147023,0.0005722766,0.0009033229,0.0003790091],"domain_scores_gemma":[0.99876,0.00004700358,0.0002252648,0.0007764749,0.00008695553,0.0001043321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001858038,0.0006988325,0.01557845,0.0002487052,0.0001234033,0.000001982462,0.000228913,0.0009005428,0.009643816,0.0001408411,0.7310304,0.2413855],"study_design_scores_gemma":[0.0000684379,0.00007801434,0.03030797,0.00008120608,0.00004829327,0.00004495709,0.00003434625,0.00009025877,0.001444125,0.000584926,0.9670306,0.0001868205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03132594,0.001510019,0.000001650029,0.003719406,0.0003208066,0.001815953,0.00001065575,0.00004534136,0.9612502],"genre_scores_gemma":[0.07079013,0.02923854,0.001648456,0.00005209118,0.0005246368,0.0003649131,0.00004912581,0.00007311198,0.897259],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2411987,"threshold_uncertainty_score":0.9953623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06056708511683932,"score_gpt":0.3371041248210834,"score_spread":0.276537039704244,"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."}}