{"id":"W2921529303","doi":"10.1002/pen.25083","title":"Biobased plastics with insect‐repellent functionality","year":2019,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stillwater (Canada)","funders":"Iowa State University","keywords":"DEET; Pyrethrum; Insect repellent; Materials science; Sandalwood; Toxicology; Composite material; Pesticide; Biology; Traditional medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001505322,0.00008766766,0.00006489046,0.00004159273,0.00008667394,0.00003657355,0.00009198098,0.00001980456,0.0004005723],"category_scores_gemma":[0.00002356702,0.00006756371,0.000009292057,0.0002811176,0.0001718617,0.0001102247,0.00006432651,0.00006688506,0.0001529273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004569301,"about_ca_system_score_gemma":0.00002251411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001173011,"about_ca_topic_score_gemma":0.00000676064,"domain_scores_codex":[0.9991872,0.00000336585,0.00007499325,0.0002443406,0.0002678918,0.0002222561],"domain_scores_gemma":[0.9996907,0.0000487517,0.00002056842,0.0001168262,0.000005285812,0.00011789],"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":[0.00004356959,0.00005468163,0.1173736,0.00002591619,0.000008643686,0.0000046636,0.0002478839,0.07021364,0.8075011,0.002288013,0.0001209828,0.002117324],"study_design_scores_gemma":[0.0007130188,0.0003086338,0.5053228,0.00005277526,0.00002092551,0.00007518041,0.0000305725,0.4067346,0.08014015,0.00002891319,0.006026394,0.0005461154],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864411,0.00004384419,0.01200822,0.00003338698,0.0002501622,0.00004934493,0.000006494899,0.00002926564,0.001138192],"genre_scores_gemma":[0.9990535,0.000003963296,0.0006002042,0.00003923406,0.00001524362,0.000001673586,8.929874e-7,0.000004711014,0.0002806134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.727361,"threshold_uncertainty_score":0.4385985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005071170704267468,"score_gpt":0.1586338770534169,"score_spread":0.1535627063491495,"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."}}