{"id":"W1991083770","doi":"10.1016/j.marpolbul.2013.09.003","title":"Biological controls on bacterial populations in ballast water during ocean transit","year":2013,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Ballast; Grazing pressure; Grazing; Environmental science; Port (circuit theory); Population; Abundance (ecology); Ecology; Biology; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002008369,0.0002673334,0.0003679844,0.0004907863,0.0007140865,0.0008478517,0.0002413,0.0004012545,0.0015207],"category_scores_gemma":[0.0006557317,0.0002707668,0.000245235,0.0004758981,0.0005827092,0.0003558343,0.0007775227,0.0004488614,0.0003861639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346605,"about_ca_system_score_gemma":0.0005838544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05049988,"about_ca_topic_score_gemma":0.05665609,"domain_scores_codex":[0.9997854,0.00003735518,0.000009653644,0.00004739959,0.00003849101,0.00008169655],"domain_scores_gemma":[0.9993388,0.00008156924,0.0001877989,0.00001769703,0.0001591572,0.0002150092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00393371,0.0002451883,0.7565347,0.00006994866,0.00007044392,0.0001609659,0.002157224,0.0003732834,0.2297732,0.0001735148,0.0002280681,0.006279762],"study_design_scores_gemma":[0.000006500868,0.0003044694,0.996569,0.000002914708,0.00001009758,0.00001506057,0.0008886231,0.0002253567,0.00174443,0.00001911636,0.0002097543,0.00000466234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995739,0.00002602242,0.00002025736,0.00001339894,0.000002336445,0.000002938008,0.00005253557,0.000001172224,0.0003073714],"genre_scores_gemma":[0.9991124,0.00004079438,0.00002982575,0.00001477601,0.000002801029,0.00000600397,0.0001374145,0.000002075344,0.0006538215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05049988,"threshold_uncertainty_score":0.1004119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528732195724517,"score_gpt":0.199500668766476,"score_spread":0.1842133468092308,"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."}}