{"id":"W2044066510","doi":"10.1029/2007jb004976","title":"Implication of seismic attenuation for gas hydrate resource characterization, Mallik, Mackenzie Delta, Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Geological Survey of Canada","funders":"","keywords":"Attenuation; Geology; Permafrost; Clathrate hydrate; Hydrate; Seismology; Seismic wave; Mineralogy; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002262639,0.0002294292,0.0001463685,0.001253351,0.0009705705,0.0006284033,0.0005547006,0.0001560579,0.001599442],"category_scores_gemma":[0.0009283348,0.0001509447,0.00009260021,0.001071016,0.0005067731,0.0002357023,0.0004578511,0.0001818323,0.0001553367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01026838,"about_ca_system_score_gemma":0.007644694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9666145,"about_ca_topic_score_gemma":0.9889984,"domain_scores_codex":[0.9998235,0.00001048487,0.000009554088,0.00003022416,0.00007706167,0.00004921422],"domain_scores_gemma":[0.9995073,0.0000387716,0.00004900054,0.0000191858,0.0003212108,0.00006456763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004464785,0.00004214174,0.9154566,0.0001110169,0.00005852582,0.0003015458,0.00123534,0.004849147,0.02206834,0.0005186747,0.001078054,0.05383413],"study_design_scores_gemma":[0.00001110233,0.00002364896,0.9884627,0.00001756286,0.00001904393,0.00006091821,0.001211923,0.004304019,0.003713204,0.00007094131,0.002089984,0.00001486316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932325,0.0001837624,0.0005637943,0.0001800928,0.000003235474,0.00003372841,0.0009570387,0.0000689212,0.004776897],"genre_scores_gemma":[0.9961841,0.0001039653,0.001201601,0.00002038375,8.936967e-7,0.000009012374,0.0005121105,0.00001213699,0.001955707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03338552,"threshold_uncertainty_score":0.07450265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886711216748645,"score_gpt":0.2840467229586713,"score_spread":0.2651796107911849,"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."}}