{"id":"W4362568797","doi":"10.1093/gji/ggad148","title":"Seismic stratigraphy and attenuation of gas-hydrate zones within Hikurangi and Gondwana margins, eastern New Zealand","year":2023,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Oklahoma","keywords":"Attenuation; Geology; Clathrate hydrate; Seismology; Stratigraphy; Mineralogy; Geophysics; Hydrate; Tectonics; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001850811,0.00009486841,0.0001243793,0.0001873185,0.00007543043,0.0001009069,0.0001221532,0.00003349932,0.000125096],"category_scores_gemma":[0.00002085973,0.00007636392,0.00004667687,0.0001461389,0.00008738738,0.0003129956,0.00001548686,0.0001586891,0.00003844317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002657912,"about_ca_system_score_gemma":0.00003322269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002301656,"about_ca_topic_score_gemma":0.0000494379,"domain_scores_codex":[0.9991925,0.00003703134,0.0002143883,0.0001394296,0.0002856015,0.0001310456],"domain_scores_gemma":[0.999567,0.00006303961,0.0001394621,0.00005159751,0.00006084992,0.0001180147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002066867,0.00004365784,0.6309761,0.00002927385,0.0002062638,0.00005084177,0.001792098,0.00175157,0.001545586,0.000554703,0.05508441,0.3077588],"study_design_scores_gemma":[0.0005461325,0.000182576,0.667255,0.0000871021,0.00002156671,0.0001309861,0.0002738467,0.2861216,0.0005405803,0.04118162,0.003499777,0.0001592401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945999,0.00009797024,0.0005602011,0.003860683,0.0003363393,0.00004304694,0.00003544231,0.00003595037,0.000430472],"genre_scores_gemma":[0.9973343,0.0002567666,0.0005623772,0.0003580976,0.000253631,2.271548e-7,0.00005242976,0.000003110433,0.001179088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3075995,"threshold_uncertainty_score":0.347943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274999104514088,"score_gpt":0.2244563152678268,"score_spread":0.2117063242226859,"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."}}