{"id":"W2219149027","doi":"","title":"When Ships Hit Reefs - Impacts, Remediation and Implications","year":2003,"lang":"en","type":"article","venue":"Coasts & Ports 2003 Australasian Conference : Proceedings of the 16th Australasian Coastal and Ocean Engineering Conference, the 9th Australasian Port and Harbour Conference and the Annual New Zealand Coastal Society Conference","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reef; Environmental remediation; Archaeology; Oceanography; Environmental science; Engineering; Geography; Geology; Ecology; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008354186,0.001267414,0.001242982,0.0001735595,0.0007274586,0.0009815181,0.0008398695,0.0004973258,0.0001139576],"category_scores_gemma":[0.000213677,0.0008658532,0.0002574749,0.0006536983,0.001694488,0.0009704861,0.0005329901,0.001517262,0.000002764675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003923042,"about_ca_system_score_gemma":0.0005063485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003363122,"about_ca_topic_score_gemma":0.0004308058,"domain_scores_codex":[0.9956726,0.00005378561,0.001208063,0.001008855,0.0006331914,0.001423545],"domain_scores_gemma":[0.9971097,0.0001408481,0.0005109383,0.0005505461,0.0008341168,0.0008538541],"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":[0.0005602466,0.0003556958,0.3209483,0.003309979,0.002875203,0.0000490013,0.06148011,0.0004078419,0.006484352,0.4793995,0.08654419,0.03758557],"study_design_scores_gemma":[0.01240838,0.001187457,0.7745838,0.003499757,0.002532346,0.002635109,0.05079938,0.01408254,0.004071694,0.03791087,0.08976934,0.006519385],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627001,0.001016445,0.002878388,0.01620913,0.001450716,0.003431717,0.0008372628,0.0007585787,0.01071772],"genre_scores_gemma":[0.9867623,0.003109746,0.0006472156,0.00009527979,0.0002225429,0.00005451147,0.00004728356,0.00009484551,0.00896621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4536354,"threshold_uncertainty_score":0.9993792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008713775572109558,"score_gpt":0.1966259992798283,"score_spread":0.1879122237077187,"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."}}