{"id":"W3144515558","doi":"10.1021/cen-09809-feature18","title":"Miranda Wang and Jeanny Yao","year":2020,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001272952,0.000699073,0.0003580495,0.0007475719,0.00497812,0.004565752,0.0006396964,0.002695766,0.0593061],"category_scores_gemma":[0.006251998,0.0003973123,0.0002632295,0.0004030883,0.001543741,0.003516914,0.002766704,0.005863531,0.02802936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227515,"about_ca_system_score_gemma":0.004508452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006750218,"about_ca_topic_score_gemma":0.0117702,"domain_scores_codex":[0.9982417,0.0002877614,0.00003921641,0.0003895248,0.0007470649,0.0002947035],"domain_scores_gemma":[0.9971347,0.0002959327,0.0001184983,0.00008397282,0.0009757286,0.001391117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001757069,0.0000198919,0.00034075,0.00002623421,0.000001987376,0.0001129606,0.0002784347,0.00001995679,0.0001999452,0.008080085,0.9717963,0.01910595],"study_design_scores_gemma":[0.000002401116,0.000007415926,0.0002657862,0.00003386587,0.000001066364,0.0001002845,0.0002896413,0.00002412113,0.0001259175,0.0007774686,0.9983643,0.000007727848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004862436,0.02256754,0.002533344,0.5566646,0.04065512,0.00007809838,0.0002823687,0.0007212721,0.3716351],"genre_scores_gemma":[0.02484854,0.007725875,0.001322106,0.08900024,0.002809297,0.00008615303,0.000168344,0.0003628209,0.8736767],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0593061,"threshold_uncertainty_score":0.1983986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005083984490926032,"score_gpt":0.1953732268505418,"score_spread":0.1902892423596157,"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."}}