{"id":"W2122581542","doi":"10.51847/nusuizn","title":"10.51847/NUsUIZn","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Horseradish peroxidase; Chemistry; Polymerization; Cobalt-mediated radical polymerization; Radical polymerization; Phenol; Oxidizing agent; Catalysis; Photochemistry; Living free-radical polymerization; Polymer chemistry; Peroxidase; Polymer; Organic chemistry; Enzyme","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":[0.0005180138,0.001145861,0.000584463,0.001535533,0.001107745,0.002220593,0.001059741,0.001853866,0.9014035],"category_scores_gemma":[0.0008496608,0.0003512385,0.0003713074,0.001314964,0.0006556379,0.001934841,0.0017036,0.0009938328,0.9332196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008590745,"about_ca_system_score_gemma":0.0005471889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0019013,"about_ca_topic_score_gemma":0.002088082,"domain_scores_codex":[0.9996769,0.00003021906,0.00002551838,0.0001073583,0.0001121988,0.00004782178],"domain_scores_gemma":[0.9994189,0.00007952603,0.00003628232,0.0001133719,0.0002077985,0.0001441158],"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":[0.0002189458,0.0001698546,0.00114467,0.0002920852,0.00001362731,0.0002158109,0.0001180116,0.0004035034,0.005097218,0.0104243,0.1478967,0.8340052],"study_design_scores_gemma":[0.0000289325,0.00005225686,0.0009376665,0.0001370896,0.000009815852,0.0003468989,0.00006825948,0.0004067883,0.001279992,0.001937831,0.9947793,0.00001509874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002332075,0.001185154,0.003297325,0.0007006077,0.0009498826,0.00007676821,0.00106377,0.001785396,0.9886091],"genre_scores_gemma":[0.006696214,0.0005312389,0.002112114,0.0003496011,0.00009429816,0.00005445637,0.001063184,0.0002055311,0.9888934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09859651,"threshold_uncertainty_score":0.140636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003806472467667556,"score_gpt":0.153627597918205,"score_spread":0.1498211254505374,"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."}}