{"id":"W4388653017","doi":"10.1007/978-981-99-4101-8_20","title":"Particulate Matter Phytoremediation Capacity of Four Japanese Roadside Green Biofilters","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Particulates; Shrub; Wax; Botany; Horticulture; Epicuticular wax; Environmental science; Chemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005674228,0.0002371956,0.0002353938,0.00009403723,0.0001326771,0.00002009215,0.000206677,0.000128872,0.0007628781],"category_scores_gemma":[0.00002130698,0.000229486,0.00004858245,0.00008496971,0.0006907244,0.0003522741,0.0002661146,0.0001950593,0.0008914238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003464238,"about_ca_system_score_gemma":0.00001059152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002625451,"about_ca_topic_score_gemma":0.00002453053,"domain_scores_codex":[0.9981092,0.000006620005,0.0003060497,0.0004079858,0.0007569611,0.0004131341],"domain_scores_gemma":[0.9993004,0.00003530368,0.000137402,0.0002393383,0.000002329365,0.0002852268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000153482,0.000287079,0.1342362,0.001760396,0.0002739835,0.0001895381,0.03133459,0.0672505,0.6866425,0.003051685,0.01293053,0.06188947],"study_design_scores_gemma":[0.0006252099,0.0002818156,0.9372891,0.0003748634,0.0001046169,0.00005427018,0.0002029611,0.02392757,0.008216063,0.001472926,0.02574767,0.001702894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762452,0.00004051732,0.00004685465,0.0007057989,0.0003803639,0.0004294765,0.00005315713,0.00007808097,0.02202051],"genre_scores_gemma":[0.9802604,0.0001381805,0.0004476766,0.0004084919,0.00008847132,0.000009556684,0.00001123933,0.00004580573,0.01859014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.803053,"threshold_uncertainty_score":0.9998865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083927005047197,"score_gpt":0.2161456699321469,"score_spread":0.1853063998816749,"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."}}