{"id":"W3203454061","doi":"","title":"Bubbles Without End: Unmatched Seep Observations off the Cascadia Margin from Ocean Networks Canada's NEPTUNE Observatory at Clayoquot Slope","year":2020,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Neptune; Observatory; Petroleum seep; Geology; Oceanography; Margin (machine learning); Astronomy; Planet; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000383837,0.0004050792,0.0003808042,0.0006558922,0.001064407,0.0007507671,0.000631585,0.000853723,0.001814586],"category_scores_gemma":[0.0008650863,0.0003489888,0.0003218892,0.001064219,0.0004311927,0.0005088777,0.001134496,0.0005699372,0.0005929074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693164,"about_ca_system_score_gemma":0.002391825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6109322,"about_ca_topic_score_gemma":0.8002802,"domain_scores_codex":[0.9997101,0.00001381804,0.000007874096,0.00008535688,0.00009631534,0.0000864639],"domain_scores_gemma":[0.9994149,0.00005169629,0.00004939014,0.00007250809,0.0001911553,0.0002203548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001075519,0.0002137724,0.9200482,0.0001096231,0.0003099702,0.001285242,0.002056428,0.005349122,0.02434202,0.0006928411,0.02381973,0.02069758],"study_design_scores_gemma":[0.00003504767,0.00001389962,0.9931988,0.00001189423,0.00002994886,0.00003547098,0.0004483095,0.001840238,0.0004904652,0.0001086225,0.003771096,0.00001624531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817736,0.0001206925,0.0004616642,0.0004920558,0.00008154874,0.00002571336,0.01142077,0.0002690109,0.005354928],"genre_scores_gemma":[0.9899253,0.00006894203,0.0008161813,0.0001219837,0.00004581998,0.00001951946,0.007379775,0.00009006033,0.001532609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3890678,"threshold_uncertainty_score":0.7827181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124448399440642,"score_gpt":0.1883869775483624,"score_spread":0.1671424935539559,"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."}}