{"id":"W4232309358","doi":"10.2523/86710-ms","title":"Seabed Recolonisation: N'Kossa Case","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPE International Conference on Health, Safety, and Environment in Oil and Gas Exploration and Production","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Haystack; Seabed; Library science; Business; Computer science; World Wide Web; Oceanography; Geology","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":[0.001581378,0.0005238014,0.0003913497,0.001343521,0.005282554,0.002625109,0.001255928,0.004744292,0.02017422],"category_scores_gemma":[0.006591605,0.0003140647,0.0007563705,0.001696065,0.007105543,0.004039727,0.004283143,0.003205633,0.001869821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003716299,"about_ca_system_score_gemma":0.004652385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04727489,"about_ca_topic_score_gemma":0.1257138,"domain_scores_codex":[0.9975237,0.0005314033,0.0001721792,0.0002863361,0.0005762076,0.0009101406],"domain_scores_gemma":[0.9978687,0.0004141137,0.0005044719,0.0002579157,0.0004951676,0.0004595797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004556564,0.000372596,0.07870861,0.001342954,0.0001550251,0.1544164,0.02548397,0.002343497,0.0009878415,0.3721774,0.2091405,0.1544157],"study_design_scores_gemma":[0.00005605195,0.0001901377,0.02570949,0.003471983,0.00009328197,0.1505057,0.08182895,0.001067582,0.0006520542,0.04287404,0.693433,0.0001177209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1925389,0.01106457,0.003981418,0.06777199,0.001692126,0.00015402,0.0002853385,0.00006723275,0.7224444],"genre_scores_gemma":[0.9159895,0.00918913,0.001181473,0.01224832,0.0004236086,0.0001047792,0.0001218192,0.00007300515,0.0606683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04727489,"threshold_uncertainty_score":0.09399945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03250150987665625,"score_gpt":0.2439333587436694,"score_spread":0.2114318488670132,"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."}}