{"id":"W2766448552","doi":"10.2166/ws.2017.214","title":"Effect of vacuum UV irradiation on the concentration of dissolved cyanobacterial toxin microcystin-LR","year":2017,"lang":"en","type":"article","venue":"Water Science & Technology Water Supply","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Alkalinity; Degradation (telecommunications); Chemistry; Chloride; Dissolved organic carbon; Irradiation; Environmental chemistry; Photodissociation; Radical; Nuclear chemistry; Photochemistry; Organic chemistry","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":[0.0001395508,0.0002641751,0.0002178863,0.000116456,0.0001123701,0.000234082,0.0001335665,0.0002522028,0.0009635896],"category_scores_gemma":[0.0002897465,0.0001284528,0.0002128027,0.0001256571,0.000138034,0.0001472706,0.0001450761,0.0002704952,0.0001151557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715423,"about_ca_system_score_gemma":0.0001504486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008920378,"about_ca_topic_score_gemma":0.0008075308,"domain_scores_codex":[0.999869,0.00002678574,0.000008953859,0.00002958824,0.00004371704,0.00002194925],"domain_scores_gemma":[0.9997535,0.0001088927,0.00005507952,0.00001698721,0.00004727394,0.00001822347],"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":[0.00006562673,0.00001080998,0.0004141559,0.00004745181,0.000008056187,0.00001718586,0.0000286199,0.00004414058,0.997897,0.00001408739,0.00001206465,0.001440667],"study_design_scores_gemma":[0.00000276373,0.000387009,0.00334896,0.000005046591,0.00001211622,0.00003771604,0.00003174026,0.0001494565,0.9955021,0.000008671596,0.000511836,0.000002737691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968244,0.001201084,0.001210822,0.00002415957,0.00001699815,0.00001000225,0.0000721979,0.00002931192,0.0006110751],"genre_scores_gemma":[0.9963157,0.0007281963,0.001936342,0.00003678851,0.000008759089,0.00001361167,0.0001082603,0.00001311404,0.0008391962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009635896,"threshold_uncertainty_score":0.003223538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004391104209301765,"score_gpt":0.214937038476607,"score_spread":0.2105459342673052,"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."}}