{"id":"W4390343011","doi":"10.18280/ijsdp.181205","title":"Preliminary Study of Microplastic Abundance in Rivers of Greater Semarang Area, Indonesia","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Diponegoro","keywords":"Abundance (ecology); Environmental science; Hydrology (agriculture); Geology; Ecology; Geotechnical engineering; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001361878,0.0001330272,0.0001727105,0.0006895091,0.000343235,0.0005154926,0.0001563651,0.0001705493,0.0007114137],"category_scores_gemma":[0.0002404016,0.0001216887,0.0001201292,0.0007220175,0.0001958317,0.0002283279,0.0002271709,0.0001535047,0.0001451915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987621,"about_ca_system_score_gemma":0.0002492292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006556092,"about_ca_topic_score_gemma":0.01781061,"domain_scores_codex":[0.9998842,0.00001750227,0.00001537,0.0000361221,0.00002809186,0.00001855642],"domain_scores_gemma":[0.999838,0.00003146106,0.00005027491,0.00000732441,0.00004722895,0.00002567218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005423095,0.00005195675,0.9781328,0.00005194635,0.00001317069,0.0003560089,0.001410212,0.0001133447,0.009190013,0.00005078184,0.00009715931,0.01047836],"study_design_scores_gemma":[0.000001008893,0.00004986898,0.9966311,0.000006093958,0.000006373472,0.0001928419,0.001492962,0.0002203546,0.0007424497,0.00002033006,0.0006338171,0.000002821449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985573,0.00006396759,0.0001327003,0.00001162246,0.000001144565,0.000006358759,0.0002215123,0.000004080549,0.001001185],"genre_scores_gemma":[0.998018,0.0001066368,0.0005347675,0.00001267628,0.000003412926,0.00001372977,0.0002870633,0.000002670755,0.001020893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006556092,"threshold_uncertainty_score":0.01303589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248102765893416,"score_gpt":0.2292505239295055,"score_spread":0.2167694962705713,"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."}}