{"id":"W4392759367","doi":"10.5194/egusphere-egu24-14307","title":"Observing the fate of methane utilizing Ocean Network Canada's cabled seafloor NEPTUNE Observatory","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Ocean Networks Canada Society; University of Victoria","funders":"","keywords":"Neptune; Seafloor spreading; Observatory; Astrobiology; Methane; Geology; Oceanography; Environmental science; Planet; Astronomy; Physics","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":[0.0002191614,0.000342166,0.0001432752,0.0006585089,0.001170776,0.0006495574,0.0003898316,0.0002533165,0.001618948],"category_scores_gemma":[0.0003645515,0.0001778365,0.0001525066,0.001175699,0.0002593829,0.0004467525,0.0006493636,0.0003660458,0.0003598438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300498,"about_ca_system_score_gemma":0.003869656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7971439,"about_ca_topic_score_gemma":0.9547227,"domain_scores_codex":[0.9997103,0.00001021256,0.000004367024,0.00003509764,0.0001916602,0.00004835056],"domain_scores_gemma":[0.9996518,0.00001760734,0.00002915067,0.00001806692,0.0002272459,0.00005606254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005347973,0.0001556388,0.6001328,0.0003929531,0.0001378999,0.0009437915,0.002197158,0.004416856,0.1329014,0.001882945,0.04415827,0.2121454],"study_design_scores_gemma":[0.00007035056,0.0002399654,0.8414178,0.0001876545,0.0000704191,0.0003085144,0.002605055,0.009972533,0.02738264,0.0003172788,0.1173258,0.0001019474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8610361,0.001981693,0.008986137,0.001724976,0.0001872607,0.0002918328,0.02637377,0.0008603407,0.09855797],"genre_scores_gemma":[0.9450833,0.002343417,0.02175089,0.0003203798,0.00005626539,0.00007570333,0.01100692,0.0001325916,0.01923055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7971439,"threshold_uncertainty_score":0.4081016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369133146956152,"score_gpt":0.2243435829226356,"score_spread":0.2006522514530741,"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."}}