{"id":"W4200572378","doi":"10.36838/v3i5.8","title":"Carbon-derived Substrate Accelerated the Biodegradation of Low-density Polyethylene","year":2021,"lang":"en","type":"article","venue":"International journal of high school research","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodegradation; Substrate (aquarium); Polyethylene; Carbon fibers; Materials science; Chemical engineering; Low-density polyethylene; Composite material; Chemistry; Organic chemistry; Ecology; Engineering; Biology","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":[0.00008038188,0.000418622,0.0001974021,0.0002300031,0.0001546358,0.0003426972,0.0001635409,0.0002292462,0.001289515],"category_scores_gemma":[0.0001858221,0.0000939649,0.0001630463,0.0002584225,0.0001458908,0.0002539239,0.0002185969,0.0003076721,0.0002544386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302102,"about_ca_system_score_gemma":0.0004573484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005972947,"about_ca_topic_score_gemma":0.01244516,"domain_scores_codex":[0.9999013,0.000009306491,0.000005715498,0.00001441308,0.0000321511,0.00003704892],"domain_scores_gemma":[0.9998814,0.00002067561,0.00001975311,0.00001037841,0.00002836689,0.00003941562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001713313,0.00006609733,0.0006631934,0.00005561836,0.000003625752,0.00006777936,0.00002311394,0.00008104,0.9961231,0.00002251952,0.0000270941,0.002695331],"study_design_scores_gemma":[0.000006719967,0.0004716594,0.01462368,0.00001101061,0.00001098517,0.00007077911,0.00007867628,0.0003807179,0.9832221,0.0000168716,0.001100642,0.000006252132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998265,0.0003798269,0.0002463362,0.00002644016,0.00001112907,0.00001162136,0.000147136,0.00001741884,0.0008950824],"genre_scores_gemma":[0.9970031,0.0003525818,0.0004705149,0.00001882874,0.000001841239,0.000005035721,0.0002172633,0.000007073441,0.001923695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005972947,"threshold_uncertainty_score":0.01187634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857799932297176,"score_gpt":0.3138371672082547,"score_spread":0.275259167885283,"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."}}