{"id":"W2179602239","doi":"10.4141/cjss10087","title":"Polyacrylamide molecular formulation effects on erosion control of disturbed soil on steep rocky slopes","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Polymer-Based Agricultural Enhancements","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loam; Erosion control; Erosion; Surface runoff; Soil water; Revegetation; Environmental science; Soil science; Polyacrylamide; Hydrology (agriculture); Soil conservation; Infiltration (HVAC); Geology; Geotechnical engineering; Ecology; Chemistry; Geomorphology; Biology; Geography; Land reclamation","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":[0.0001849444,0.0003100809,0.0002101935,0.0002503853,0.000112494,0.0002707023,0.0001387353,0.000167506,0.0005883499],"category_scores_gemma":[0.0002763309,0.0001304919,0.0002023545,0.0001478277,0.0001387439,0.0001877666,0.0001414714,0.00034309,0.00008446116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151082,"about_ca_system_score_gemma":0.0001672094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006808005,"about_ca_topic_score_gemma":0.001130383,"domain_scores_codex":[0.9998963,0.00002264195,0.00001108429,0.00001874393,0.00002449963,0.00002672896],"domain_scores_gemma":[0.9997825,0.00002916322,0.00009162591,0.000008029183,0.00003317116,0.00005555639],"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":[0.0004571342,0.0001345595,0.0002847938,0.0001107621,0.0000120349,0.00003438715,0.00002449604,0.000202893,0.9949704,0.00002272652,0.00002410507,0.003721826],"study_design_scores_gemma":[0.00005215732,0.006603139,0.006706819,0.00002002296,0.00007330153,0.00007767936,0.000065819,0.00102921,0.9841803,0.00001868806,0.001161255,0.00001153216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987946,0.0006007274,0.0002927096,0.00001136844,0.000009940235,0.00001788576,0.00002075401,0.000008011937,0.0002440287],"genre_scores_gemma":[0.9968285,0.0009201895,0.001459265,0.0000187592,0.000006090418,0.00001864964,0.00004028753,0.000005396069,0.0007028565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006808005,"threshold_uncertainty_score":0.001968265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006804291640757938,"score_gpt":0.1823767594705704,"score_spread":0.1755724678298125,"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."}}