{"id":"W2027136448","doi":"10.1080/14634980701193870","title":"Sediments in ships: Biota as biological contaminants","year":2007,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; University of Windsor; Fisheries and Oceans Canada","funders":"","keywords":"Biota; Ballast; Invertebrate; Environmental science; Sediment; Ecology; Contamination; Fishery; Oceanography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002677184,0.0001900021,0.0003225138,0.0001205673,0.0001614686,0.00001583129,0.0003257162,0.00009022541,0.003097366],"category_scores_gemma":[0.00005242639,0.0001616305,0.00004511673,0.0003318191,0.00007339581,0.000101555,0.0003665257,0.0001429665,0.004774889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007673127,"about_ca_system_score_gemma":0.00001354182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135264,"about_ca_topic_score_gemma":0.01685338,"domain_scores_codex":[0.9975643,0.0002014261,0.0007265591,0.0004775417,0.0002880163,0.0007422068],"domain_scores_gemma":[0.9991166,0.0001537576,0.0002145514,0.0003296461,0.000003144453,0.0001823133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007796918,0.0004808533,0.9339615,0.0002225915,0.00005025495,0.0002651245,0.0005998132,0.00002312575,0.00002587897,0.009702845,0.01238709,0.04220295],"study_design_scores_gemma":[0.0009362171,0.0003795671,0.9429546,0.00008922014,0.000006774137,0.00001070905,0.001137366,0.000223606,0.0000577227,0.001237438,0.05273667,0.0002300934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8865395,0.00008258387,0.0003249415,0.001649179,0.0004862662,0.001293452,0.000002179202,0.0000465516,0.1095754],"genre_scores_gemma":[0.9937175,0.0001262516,0.0006176821,0.003251164,0.00003486982,0.00005699417,0.00001044984,0.00001026778,0.002174802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1074006,"threshold_uncertainty_score":0.9978139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525153584790775,"score_gpt":0.2850995674669767,"score_spread":0.259848031619069,"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."}}