{"id":"W3083351119","doi":"10.1021/acs.est.0c02305","title":"Marine Plastic Debris: A New Surface for Microbial Colonization","year":2020,"lang":"en","type":"review","venue":"Environmental Science & Technology","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":505,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Environment Research Council; Consejo Nacional de Innovación, Ciencia y Tecnología; Ministerio de Economía y Competitividad; University of Warwick; Sight Research UK; European Regional Development Fund; Association of Commonwealth Universities; Ministerio de Ciencia, Innovación y Universidades","keywords":"Microplastics; Ecology; Prioritization; Identification (biology); Organism; Environmental science; Biology; Engineering","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":[0.0002892243,0.0005944162,0.0007536476,0.0007864761,0.0004452358,0.002554268,0.0004097364,0.0008897854,0.002608954],"category_scores_gemma":[0.0003671063,0.0001976976,0.0004631609,0.0005611887,0.0008351702,0.001764607,0.001289532,0.0009394863,0.0008571555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004924588,"about_ca_system_score_gemma":0.0005951299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000432508,"about_ca_topic_score_gemma":0.0006438289,"domain_scores_codex":[0.999526,0.00007976868,0.00003196712,0.00008652056,0.0002139363,0.00006184702],"domain_scores_gemma":[0.9997408,0.00007468869,0.00005859163,0.00001630289,0.00005785508,0.00005172878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002362136,0.0000388691,0.003925752,0.01732041,0.0002292878,0.004255031,0.001097786,0.001361609,0.4449233,0.03379672,0.01273205,0.4800829],"study_design_scores_gemma":[0.000009837194,0.0002993604,0.008725093,0.00182247,0.0001605285,0.004723513,0.001249591,0.0005141588,0.07243891,0.007827028,0.9021615,0.00006797245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0421349,0.9230226,0.01052419,0.004194522,0.003034093,0.00003582107,0.0002447064,0.0001773871,0.01663161],"genre_scores_gemma":[0.2399937,0.7341337,0.008042284,0.001523423,0.00200886,0.00005560308,0.0002743402,0.00006789477,0.01390031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002608954,"threshold_uncertainty_score":0.008727849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015470359937897,"score_gpt":0.2287921007428249,"score_spread":0.2186373971434459,"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."}}