{"id":"W1666221581","doi":"","title":"A study of gas hydrates with ocean-bottom seismometer data on the east coast of Canada","year":2012,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seismometer; Ocean bottom; East coast; Oceanography; Geology; Clathrate hydrate; Seismology; Hydrate; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013528,0.0001728101,0.0003383817,0.0001037883,0.0006149671,0.00001851062,0.0007328882,0.0001304498,0.0003186405],"category_scores_gemma":[0.00006638127,0.0001310398,0.00002801858,0.0004247168,0.0002822519,0.0001401868,0.0002992173,0.001104593,0.00000490634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001049868,"about_ca_system_score_gemma":0.0002029333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2720936,"about_ca_topic_score_gemma":0.09185596,"domain_scores_codex":[0.9972709,0.0006050872,0.0001924741,0.0003999538,0.00121111,0.0003204067],"domain_scores_gemma":[0.9983603,0.0004042722,0.0003662924,0.0005910394,0.0001195785,0.0001585253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.005896007,0.003168575,0.8048497,0.001132092,0.002364424,0.000385627,0.1342455,0.004649864,0.02424452,0.00008693746,0.01701449,0.001962245],"study_design_scores_gemma":[0.00289333,0.008775142,0.4354368,0.001121373,0.0005159738,0.00002424708,0.5232467,0.001781713,0.002054181,0.00005448699,0.02315073,0.0009453642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906308,0.0001334329,8.772195e-7,0.0000452095,0.0001536684,0.0003467803,0.00001506729,0.000005787449,0.008668346],"genre_scores_gemma":[0.9835824,0.00003966762,0.00002501464,0.00000137156,0.00004092641,4.246556e-7,0.00008638058,0.00001753382,0.01620627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3890011,"threshold_uncertainty_score":0.9247153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767653947265094,"score_gpt":0.244694496277859,"score_spread":0.2170179568052081,"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."}}