{"id":"W2243576255","doi":"","title":"Environmental Remediation after the Grounding of the Bunga Teratai Satu on Sudbury Reef","year":2001,"lang":"en","type":"article","venue":"","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reef; Environmental remediation; Environmental science; Remedial action; Oil spill; Environmental protection; Engineering; Fishery; Oceanography; Contamination; Geology; Ecology","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":[0.00007781833,0.00009228367,0.0000722628,0.0000237668,0.00004536936,0.0000105971,0.0001010501,0.00002741712,0.00008417188],"category_scores_gemma":[0.00001192592,0.00005055088,0.00004524529,0.0000700379,0.0000239108,0.00004574877,0.0000453345,0.0001116139,0.00001233459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004006694,"about_ca_system_score_gemma":0.000001364492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000940618,"about_ca_topic_score_gemma":0.0000191793,"domain_scores_codex":[0.9995505,0.000009243614,0.0001160578,0.00006989321,0.0001337787,0.0001205025],"domain_scores_gemma":[0.9997129,0.00004900458,0.00001235142,0.0002099761,0.000002648297,0.0000131132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002702981,0.0003209284,0.6103338,0.0003826747,0.000952811,0.00005430105,0.007827562,0.07099577,0.0538589,0.007486382,0.06492459,0.182592],"study_design_scores_gemma":[0.0002326169,0.00004397317,0.9112179,0.00004084915,0.00003162593,0.0000101903,0.0002683296,0.004194332,0.006354104,0.00007693746,0.07730525,0.0002239482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873181,0.0002463392,0.0007727942,0.0002334441,0.0005050385,0.0001228259,0.00000306956,0.00007696235,0.01072141],"genre_scores_gemma":[0.9984769,0.0001868707,0.00007133851,0.00007534146,0.000156545,0.0000168266,0.000001926257,0.00001396397,0.001000331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3008841,"threshold_uncertainty_score":0.2061405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003990884993724198,"score_gpt":0.1628875685853124,"score_spread":0.1588966835915882,"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."}}