{"id":"W4229027137","doi":"10.1016/j.marpolbul.2022.113701","title":"Microbial pioneers of plastic colonisation in coastal seawaters","year":2022,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"European Social Fund; Natural Environment Research Council; Dalhousie University; Sight Research UK; Biotechnology and Biological Sciences Research Council; Agencia Estatal de Investigación; Ministerio de Ciencia, Innovación y Universidades; Dalhousie Medical Research Foundation","keywords":"Colonisation; Gammaproteobacteria; Alphaproteobacteria; Marine ecosystem; Microbial population biology; Ecosystem; Phototroph; Ecology; Amplicon sequencing; Biology; Microorganism; Algae; Bacteroidetes; Oceanography; Colonization; Botany; Bacteria; 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":[0.0002190196,0.0003345933,0.0003102388,0.0005315875,0.0004140024,0.0006913887,0.0001534896,0.000272296,0.0009517337],"category_scores_gemma":[0.0004220076,0.0002016459,0.0002561378,0.0003014239,0.000305932,0.0004752335,0.0006452119,0.000365839,0.0003162005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002000718,"about_ca_system_score_gemma":0.0002812033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656065,"about_ca_topic_score_gemma":0.003137609,"domain_scores_codex":[0.9998199,0.00001643134,0.00001344703,0.00006852689,0.00003689894,0.00004470017],"domain_scores_gemma":[0.9995471,0.0000450081,0.0001258371,0.00002960719,0.00009114901,0.0001612715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002689641,0.00004082643,0.07988777,0.0001513671,0.00001957994,0.0004296046,0.0008134663,0.0001010867,0.9082237,0.0001122245,0.00006768482,0.009883695],"study_design_scores_gemma":[0.00001027041,0.0005985208,0.9128534,0.00005701354,0.00003296363,0.0005680939,0.002563934,0.0003022446,0.07888715,0.0001756471,0.003916356,0.0000344049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99805,0.0004154478,0.0002643183,0.00002043147,0.000006606965,0.00001616841,0.0001411799,0.00001081376,0.00107511],"genre_scores_gemma":[0.9964031,0.0006361498,0.001262078,0.00003439767,0.00001824289,0.00002480673,0.0002464174,0.000006906829,0.001367891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001656065,"threshold_uncertainty_score":0.003292859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005194523112714445,"score_gpt":0.1767101085982248,"score_spread":0.1715155854855103,"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."}}