{"id":"W2903475076","doi":"10.1002/ppap.201800137","title":"Cold plasma oxidation of harmful algae and associated metabolite BMAA toxin in aqueous suspension","year":2018,"lang":"en","type":"article","venue":"Plasma Processes and Polymers","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Water Research Foundation","keywords":"Toxin; Aqueous solution; Algae; Cyanobacteria; Chemistry; Oxygen; Environmental chemistry; Algal bloom; Suspension (topology); Reactive oxygen species; Plasma; Botany; Biology; Organic chemistry; Biochemistry; Nutrient","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003031529,0.0001256521,0.0001928002,0.00007326888,0.00009172704,0.0000281171,0.00006420096,0.00008077496,0.0005770072],"category_scores_gemma":[0.0002061483,0.0001126988,0.00001617318,0.0004047943,0.0002024903,0.0001951494,0.0001002644,0.00007700135,0.00001045649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002313345,"about_ca_system_score_gemma":0.00001688752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193902,"about_ca_topic_score_gemma":0.001904562,"domain_scores_codex":[0.99908,0.00006534628,0.0002262377,0.0002643033,0.0001690589,0.0001950552],"domain_scores_gemma":[0.9995435,0.0001276759,0.0001332472,0.00008786267,0.00002112971,0.00008655922],"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":[0.000477882,0.0002411607,0.1357902,0.000186403,0.00004683498,0.000009580062,0.001872299,0.00003786933,0.5632116,0.0002375406,0.0003262429,0.2975624],"study_design_scores_gemma":[0.001293688,0.0003504847,0.05077056,0.00003619372,0.00003915931,0.00002084624,0.0002580696,0.005249625,0.9312023,0.000208045,0.01027187,0.0002991834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941903,0.0002108594,0.00009344212,0.00009677556,0.00007947037,0.0001255592,0.000007600943,0.00002101347,0.005174979],"genre_scores_gemma":[0.9976124,0.000275235,0.001126689,0.00007853552,0.00001973188,0.000007385658,0.00000447734,0.00001004159,0.0008655543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3679907,"threshold_uncertainty_score":0.6317824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119654720109317,"score_gpt":0.2458260126894043,"score_spread":0.2346294654883112,"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."}}