{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001737823,0.0001077511,0.0001266698,0.0001042817,0.000072905,0.00003083826,0.00002356167,0.00003700515,0.00001301924],"category_scores_gemma":[0.00001641413,0.0001080623,0.00000880802,0.00004258674,0.00004762374,0.0002772393,0.00001940489,0.00009885571,0.000001337626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006618318,"about_ca_system_score_gemma":0.000006976729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005213629,"about_ca_topic_score_gemma":0.00003218697,"domain_scores_codex":[0.999367,0.000002791121,0.0002418301,0.0001850347,0.00010867,0.00009464929],"domain_scores_gemma":[0.9998381,0.000008309638,0.0000507155,0.00002784967,0.00002904139,0.00004604155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007592692,0.00004198237,0.0002110131,0.0002745386,0.00001940915,0.000002515565,0.002884684,0.004027935,0.0004192248,0.01444085,0.0000610936,0.9775409],"study_design_scores_gemma":[0.004331707,0.001548407,0.007454465,0.001110484,0.000044668,0.0007749778,0.01189768,0.02901076,0.004293183,0.9052441,0.0330699,0.001219647],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.3776615,0.001142649,0.0005077134,0.6103551,0.0007843298,0.000268327,0.00001445221,0.0001165642,0.009149325],"genre_scores_gemma":[0.4129641,0.585786,0.0007960012,0.00005638631,0.000138867,0.00002711014,0.0000139587,0.0000097804,0.0002077365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9763212,"threshold_uncertainty_score":0.4406651,"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."}}