{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002306648,0.0006867939,0.000298937,0.000749431,0.000462643,0.000463024,0.0004411018,0.0005270892,0.00543011],"category_scores_gemma":[0.0003545129,0.0003605713,0.0003425562,0.0007321681,0.0001772494,0.0005809975,0.000355566,0.0008003555,0.003414505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001587238,"about_ca_system_score_gemma":0.0001908652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002015946,"about_ca_topic_score_gemma":0.0005997773,"domain_scores_codex":[0.9998102,0.00001594047,0.00002323292,0.00005051371,0.00006076491,0.00003943285],"domain_scores_gemma":[0.9999034,0.00001762347,0.00001214493,0.00002516874,0.00002952345,0.00001200362],"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":[0.00003138509,0.00002075324,0.00009804733,0.0002325013,0.000006978234,0.0004205445,0.00005714852,0.0003177206,0.9908964,0.0004998557,0.0003179119,0.007100734],"study_design_scores_gemma":[0.000004934908,0.00007544118,0.0003330841,0.00002381377,0.000007007714,0.0001946337,0.0000392492,0.0004715553,0.9877172,0.00007924889,0.01104318,0.00001061966],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8047392,0.0088105,0.1263644,0.0005619235,0.001025621,0.001166055,0.004434856,0.002162644,0.05073484],"genre_scores_gemma":[0.8559105,0.009235607,0.1034111,0.0003332191,0.0001079801,0.0008583385,0.004300735,0.0005626161,0.02527983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00543011,"threshold_uncertainty_score":0.01816553,"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."}}