{"id":"W4318460040","doi":"10.54097/hset.v26i.3981","title":"Preparation of display substrates using recycled plastic material","year":2022,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Markham Stouffville Hospital","funders":"","keywords":"Reuse; Mainstream; Waste management; Materials science; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002097823,0.00006959432,0.00009299588,0.0002586512,0.0001403415,0.00001145801,0.0001626761,0.00003500291,0.00007255853],"category_scores_gemma":[0.00006075307,0.00006555219,0.00000628553,0.0008695105,0.0002745939,0.00009085821,0.0001981692,0.00007040342,0.000004059207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129109,"about_ca_system_score_gemma":0.00001981798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007125902,"about_ca_topic_score_gemma":0.00001608001,"domain_scores_codex":[0.9992566,0.00000751039,0.000153449,0.0002106866,0.0001616369,0.0002101703],"domain_scores_gemma":[0.9997802,0.00003881025,0.00004870104,0.00009900568,0.000004391333,0.000028833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001252886,0.00002226855,0.002066129,0.000003694559,0.000001068147,0.000004499263,0.00007055146,0.06752133,0.910629,0.01955996,0.000009261769,0.00009974161],"study_design_scores_gemma":[0.0003531176,0.0002654264,0.01280022,0.00002567127,0.00001068186,0.0001022745,0.00007671828,0.6523108,0.3301076,0.001277812,0.002396483,0.000273214],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997828,0.00001377853,0.00159735,0.00003257859,0.0003785416,0.00004512554,0.00001294404,0.00003038971,0.00006130963],"genre_scores_gemma":[0.99864,0.000006958316,0.001323781,0.000001242096,0.000007419794,0.000008038003,0.000001218745,0.000003833633,0.000007501195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5847895,"threshold_uncertainty_score":0.267314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0051629213189318,"score_gpt":0.2124819393363152,"score_spread":0.2073190180173833,"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."}}