{"id":"W3048165092","doi":"10.1002/ieam.4325","title":"Methods Matter: Methods for Sampling Microplastic and Other Anthropogenic Particles and Their Implications for Monitoring and Ecological Risk Assessment","year":2020,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Gordon and Betty Moore Foundation","keywords":"Microplastics; Environmental science; Sampling (signal processing); Wildlife; Water quality; Contamination; Abundance (ecology); Range (aeronautics); Fishery; Ecology; Computer 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":[0.01561427,0.001621774,0.0008211077,0.003315179,0.001473324,0.002401621,0.002192761,0.001834708,0.005491584],"category_scores_gemma":[0.0177172,0.0009605657,0.0007534631,0.002117737,0.001586374,0.002208477,0.002465663,0.001228866,0.003334795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059261,"about_ca_system_score_gemma":0.001858432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003858993,"about_ca_topic_score_gemma":0.01215842,"domain_scores_codex":[0.9794767,0.006120558,0.001643563,0.002744338,0.009706899,0.0003078331],"domain_scores_gemma":[0.9849873,0.004164431,0.003786275,0.002139823,0.004687563,0.00023462],"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":[0.0007419416,0.0004453996,0.1056508,0.004741964,0.0005267563,0.0002918936,0.0008787228,0.002118058,0.2593707,0.01505956,0.02578937,0.5843849],"study_design_scores_gemma":[0.000218663,0.001269292,0.2136213,0.002382854,0.0005633865,0.002294341,0.001047252,0.02097072,0.3261047,0.01583342,0.415293,0.0004009522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0414223,0.01691739,0.9153212,0.002725715,0.001496179,0.002130064,0.004173577,0.001622502,0.0141912],"genre_scores_gemma":[0.09083905,0.006207784,0.8798321,0.001675284,0.000588491,0.005119808,0.001995914,0.0006014968,0.01313999],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01561427,"threshold_uncertainty_score":0.08257717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405655922497147,"score_gpt":0.3634959101967417,"score_spread":0.322930317947027,"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."}}