{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001121377,0.0002809952,0.0005557831,0.00005788074,0.00007307292,0.00003751617,0.0003201115,0.0001734151,0.9976773],"category_scores_gemma":[0.00003749829,0.0002317933,0.0001593475,0.0002523319,0.00004656026,0.00003745248,0.0001562944,0.0001640508,0.9983171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663595,"about_ca_system_score_gemma":0.00002953536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000025077,"about_ca_topic_score_gemma":2.989296e-7,"domain_scores_codex":[0.9987903,0.00005353145,0.0002846376,0.0003594242,0.0002059175,0.0003062194],"domain_scores_gemma":[0.9993373,0.00009103635,0.00008224238,0.000297765,0.000002357307,0.0001893458],"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":[0.000002594424,0.00001519363,1.923734e-9,0.0001274709,0.000008767736,0.000004679562,0.000001070914,0.00002178623,2.585184e-7,2.098833e-7,0.0622992,0.9375188],"study_design_scores_gemma":[0.00003216153,0.0000479066,3.34953e-7,0.0007120553,0.0001366645,0.00002274958,1.97661e-8,0.00002373839,5.561133e-8,6.187209e-7,0.9987475,0.0002762212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.608202e-8,0.3694326,0.000002355515,0.000003062528,0.000006229747,0.0002013544,0.0000936643,0.00002793811,0.6302328],"genre_scores_gemma":[7.698556e-9,0.2183269,0.00007405545,0.000009351958,0.00007390167,0.00001656452,0.00006069494,0.00002672637,0.7814118],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9372426,"threshold_uncertainty_score":0.9452256,"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."}}