{"id":"W4397036741","doi":"10.21275/sr23215150735","title":"Effectiveness of Reed Bed Technology for Waste Water Treatment at Surface Level and Root Zone Level","year":2023,"lang":"en","type":"article","venue":"International Journal of Science and Research (IJSR)","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water level; Environmental science; Geography; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001850865,0.0003378767,0.0003243657,0.0005330977,0.0002151432,0.0005905033,0.0003200846,0.0004135455,0.001318836],"category_scores_gemma":[0.0001823207,0.0001895531,0.0007729461,0.0003369963,0.0001943651,0.0006100362,0.0003162548,0.0004441242,0.0004711077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552105,"about_ca_system_score_gemma":0.0002598007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195756,"about_ca_topic_score_gemma":0.00215042,"domain_scores_codex":[0.9997895,0.00003352242,0.00001973676,0.00003886712,0.00008043591,0.00003785692],"domain_scores_gemma":[0.9999099,0.0000197072,0.00001734283,0.000007744286,0.00003067769,0.00001478069],"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":[0.0001969522,0.0001712352,0.0009024249,0.000600372,0.00002191067,0.0001729367,0.00006899406,0.001177068,0.9645652,0.0003687579,0.0002580534,0.03149613],"study_design_scores_gemma":[0.00001747577,0.001012744,0.003115544,0.00003122187,0.00004248487,0.0003182493,0.0000896753,0.003240446,0.986453,0.0001126848,0.005550851,0.00001559643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639942,0.008618735,0.01726422,0.0004206034,0.0001729719,0.00009884095,0.0002294993,0.0002709561,0.008929965],"genre_scores_gemma":[0.9820613,0.00279573,0.009679995,0.00006039862,0.00001893885,0.00002788688,0.0001367595,0.00001905015,0.005199931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001318836,"threshold_uncertainty_score":0.004411995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0586657681461621,"score_gpt":0.3503621711558718,"score_spread":0.2916964030097097,"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."}}