{"id":"W3131370721","doi":"10.1139/cjss-2020-0099","title":"Effects of ionized brackish water and polyacrylamide application on infiltration characteristics and improving water retention and reducing soil salinity","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Polymer-Based Agricultural Enhancements","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brackish water; Environmental science; Groundwater; Infiltration (HVAC); Soil salinity; Irrigation; Soil water; Salinity; Polyacrylamide; Soil science; Hydrology (agriculture); Chemistry; Agronomy; Geology; Materials science; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001577031,0.0003965824,0.0002073053,0.000196643,0.0001009576,0.0002657421,0.0001447232,0.0001813512,0.0006530987],"category_scores_gemma":[0.000260607,0.0001267657,0.0001847057,0.0002138763,0.0001999639,0.0003222331,0.0001653616,0.0003172758,0.0000658519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001439357,"about_ca_system_score_gemma":0.0001775776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144732,"about_ca_topic_score_gemma":0.002451351,"domain_scores_codex":[0.9998801,0.00002319426,0.00001212347,0.00002443674,0.00003260325,0.00002742711],"domain_scores_gemma":[0.9998378,0.00003520957,0.00005761044,0.000007145309,0.00003364762,0.00002867556],"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":[0.00008619573,0.00002528634,0.0003050907,0.00005819322,0.000004610631,0.00002002967,0.00003092776,0.000115031,0.9979134,0.00002677099,0.00001019874,0.001404142],"study_design_scores_gemma":[0.000008443319,0.000633551,0.00684564,0.000008211971,0.00002751669,0.00003262071,0.00006156741,0.0007049758,0.9906612,0.00003040921,0.0009735334,0.00001230946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984512,0.0004037428,0.0006364503,0.000013207,0.000004981189,0.00001281665,0.00004345418,0.00001237876,0.0004216647],"genre_scores_gemma":[0.9967506,0.0006295353,0.0015635,0.00002514058,0.000003446036,0.00002024724,0.00007513398,0.000007948087,0.0009244467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001144732,"threshold_uncertainty_score":0.002276063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004689164581103169,"score_gpt":0.1813826517624098,"score_spread":0.1766934871813066,"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."}}