{"id":"W4411657792","doi":"10.51847/cihlsio","title":"10.51847/CIhlsio","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Degradation (telecommunications); Chemistry; Environmental chemistry; Environmental science; Biochemical engineering; Engineering; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004089158,0.001650373,0.0008648814,0.002234391,0.000793512,0.002420459,0.001869421,0.002456616,0.8538116],"category_scores_gemma":[0.0006085163,0.000399896,0.0004989124,0.002500114,0.0007311751,0.002050521,0.001855556,0.001338912,0.8930438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008010532,"about_ca_system_score_gemma":0.0007788415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001967385,"about_ca_topic_score_gemma":0.001477409,"domain_scores_codex":[0.9997309,0.00001849785,0.00002050859,0.00008345164,0.00009974651,0.00004687091],"domain_scores_gemma":[0.999519,0.00008816686,0.00003843652,0.0000594669,0.0001706656,0.0001242179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001113759,0.0001138975,0.0002246282,0.001629514,0.00001463757,0.0001687541,0.0000500397,0.000203551,0.002643171,0.004220494,0.1462685,0.8443514],"study_design_scores_gemma":[0.00001120727,0.0000270066,0.0002404131,0.0002726951,0.000005269446,0.0002212731,0.00001784832,0.00002982382,0.0003102099,0.0003410785,0.9985173,0.000005714096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001004377,0.03674279,0.001052972,0.0008288245,0.002206735,0.0001119217,0.0009700282,0.0006779442,0.9564044],"genre_scores_gemma":[0.00288056,0.01638755,0.001047599,0.0008692967,0.0005821024,0.00007736991,0.0008007106,0.0001154569,0.9772393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1461884,"threshold_uncertainty_score":0.2085201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218448493756228,"score_gpt":0.2062298407545014,"score_spread":0.1940453558169391,"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."}}