{"id":"W4405559970","doi":"10.1002/mbo3.70013","title":"Diclofenac Degradation by Immobilized <i>Chlamydomonas reinhardtii</i> and <i>Scenedesmus obliquus</i>","year":2024,"lang":"en","type":"article","venue":"MicrobiologyOpen","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Chlamydomonas reinhardtii; Biodegradation; Chlamydomonas; Scenedesmus; Bioaccumulation; Scenedesmus obliquus; Wastewater; Chemistry; Algae; Sewage treatment; Degradation (telecommunications); Pollutant; Environmental chemistry; Botany; Biology; Environmental engineering; Biochemistry; Organic chemistry; Environmental science","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":[0.0003015165,0.0005654296,0.000398981,0.0001746496,0.0001867512,0.0004484613,0.0003338859,0.0003328444,0.0005262696],"category_scores_gemma":[0.0001615974,0.0002194504,0.0005826684,0.0002099716,0.0001713603,0.0002093784,0.0003420583,0.0003505936,0.0001996122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004299183,"about_ca_system_score_gemma":0.0005057254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01093141,"about_ca_topic_score_gemma":0.01273177,"domain_scores_codex":[0.9996865,0.00002323466,0.00004225879,0.00007956281,0.00007333011,0.0000951516],"domain_scores_gemma":[0.9998987,0.0000106924,0.00003175216,0.00001253657,0.00003101647,0.00001545048],"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":[0.00003634909,0.00001945633,0.0005428983,0.00004095551,0.00001012002,0.00001723654,0.00001457759,0.00006183172,0.9985033,0.00001923112,0.00001416781,0.0007199497],"study_design_scores_gemma":[0.00000858866,0.0004016394,0.008398896,0.00001310279,0.00004514747,0.00006027363,0.00007832428,0.000693647,0.9892417,0.000008549777,0.001036905,0.00001320126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979201,0.0004560333,0.0007727203,0.00003004826,0.00001726936,0.00001397171,0.0001999659,0.00002515933,0.0005648137],"genre_scores_gemma":[0.9924794,0.0008243792,0.003847719,0.00004703007,0.00000440042,0.00002538832,0.0007153487,0.00001077496,0.002045538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01093141,"threshold_uncertainty_score":0.02173555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00843366627672937,"score_gpt":0.2465795546432972,"score_spread":0.2381458883665679,"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."}}