{"id":"W1972190784","doi":"10.4031/mtsj.43.4.10","title":"Site Assessment and Risk Management Framework for Underwater Munitions","year":2009,"lang":"en","type":"article","venue":"Marine Technology Society Journal","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unexploded ordnance; Underwater; Ammunition; Risk assessment; Submarine pipeline; Environmental planning; Engineering; Environmental resource management; Marine engineering; Risk analysis (engineering); Environmental science; Archaeology; Computer science; Geography; Business; Computer security","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":[0.01351638,0.001361097,0.0009724689,0.01077263,0.001802766,0.005962247,0.005065323,0.001695957,0.003129424],"category_scores_gemma":[0.01171818,0.0005786441,0.001272022,0.00359718,0.002381861,0.003259045,0.003263819,0.001909027,0.0004454937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006358564,"about_ca_system_score_gemma":0.008494386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03729234,"about_ca_topic_score_gemma":0.03632003,"domain_scores_codex":[0.9922709,0.003503383,0.0006080969,0.000625095,0.002591593,0.000400827],"domain_scores_gemma":[0.9914791,0.00341809,0.0008121749,0.000401639,0.003431186,0.000457852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005087533,0.0002775907,0.006325514,0.0005066019,0.00014637,0.0007615251,0.002712577,0.5152091,0.001690159,0.3456175,0.007138747,0.1195635],"study_design_scores_gemma":[0.0000341022,0.0001333715,0.00182227,0.0004611543,0.00008122712,0.0002908847,0.00305295,0.8170479,0.001093757,0.146993,0.02889868,0.00009072435],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01095577,0.0004594221,0.9717832,0.001853531,0.00004347293,0.0008251242,0.0004030268,0.0006099614,0.01306657],"genre_scores_gemma":[0.2430063,0.0004346505,0.7519,0.0001234028,0.00004962177,0.0009219448,0.0005689707,0.00005395101,0.002941068],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03729234,"threshold_uncertainty_score":0.0741505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006400685305554208,"score_gpt":0.2573347600162172,"score_spread":0.250934074710663,"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."}}