{"id":"W4402100868","doi":"10.1016/j.marpolbul.2024.116716","title":"Discharge of ballast residual sediments during de-ballasting procedures: A more realistic estimate of propagule pressure","year":2024,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Université du Québec à Rimouski; Fisheries and Oceans Canada","funders":"","keywords":"Ballast; Residual; Propagule pressure; Environmental science; Propagule; Sediment; Invertebrate; Marine invertebrates; Oceanography; Ecology; Geology; Biology; Biological dispersal; Geomorphology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004325395,0.0004574995,0.0002605278,0.0006106863,0.0002368118,0.0006406769,0.0002959749,0.0003353701,0.000978304],"category_scores_gemma":[0.001168922,0.0001510563,0.0002362489,0.0005024392,0.0001693156,0.0006475152,0.0004571786,0.0003965697,0.0002921623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000361957,"about_ca_system_score_gemma":0.000248684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003724188,"about_ca_topic_score_gemma":0.006274917,"domain_scores_codex":[0.9996973,0.00004912295,0.0000289231,0.0000682632,0.0001110303,0.00004524444],"domain_scores_gemma":[0.9988511,0.0002362798,0.0005574552,0.00005754097,0.0002064071,0.00009123917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002545787,0.0001420606,0.8518452,0.0001841456,0.00008405521,0.00036641,0.0006865265,0.002198244,0.1232242,0.00007030775,0.0001224871,0.02082172],"study_design_scores_gemma":[0.000003747818,0.0004399766,0.9816843,0.00001435873,0.00003460529,0.0002008251,0.0003443722,0.0041073,0.01245298,0.00003285509,0.0006718914,0.00001281858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974265,0.00009419427,0.001639696,0.0000124789,0.000003185612,0.00001642784,0.0001950926,0.00002175404,0.0005906631],"genre_scores_gemma":[0.9962236,0.0001010724,0.002501207,0.00001322669,0.000005141739,0.00001952609,0.000505055,0.00001194891,0.0006193483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003724188,"threshold_uncertainty_score":0.007405043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005721802433193431,"score_gpt":0.2302957538135071,"score_spread":0.2245739513803137,"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."}}