{"id":"W2051082054","doi":"10.1139/l04-017","title":"Stream-barb installations for narrow channel bends — a laboratory study","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thalweg; Channel (broadcasting); Bank erosion; STREAMS; Bank; Flow (mathematics); Sediment; Geology; West bank; Hydrology (agriculture); Geotechnical engineering; Engineering; Geomorphology; Geometry; Mathematics; Electrical engineering; Computer science","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":[0.0005997353,0.0004675599,0.000317891,0.0003702076,0.0004764814,0.0002863166,0.0005408291,0.0003722416,0.001168383],"category_scores_gemma":[0.0007415331,0.0001949679,0.0003519575,0.0001624652,0.0004874079,0.0003320577,0.0004386404,0.0005288563,0.0001654411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004526344,"about_ca_system_score_gemma":0.0005148965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00252161,"about_ca_topic_score_gemma":0.00533659,"domain_scores_codex":[0.9993621,0.000171043,0.00003607711,0.0001218533,0.0001797797,0.000129238],"domain_scores_gemma":[0.9992958,0.0001266398,0.0001863987,0.00008353998,0.0001564742,0.0001509995],"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":[0.001424957,0.003989545,0.01309422,0.0002725753,0.00003695942,0.0002650074,0.000353808,0.01088304,0.9513175,0.0002160451,0.0002576169,0.01788864],"study_design_scores_gemma":[0.0003334784,0.1302067,0.0548549,0.00004864734,0.0001437158,0.0003973478,0.0009639207,0.01329895,0.7967287,0.0001300937,0.00282023,0.00007320444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979985,0.00002966237,0.001409002,0.00001034842,0.000006867097,0.000103403,0.00006439888,0.00003266541,0.0003449745],"genre_scores_gemma":[0.9908832,0.0001054893,0.007268114,0.00002053808,0.000006826928,0.0001223752,0.0001882449,0.00001054254,0.001394688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00252161,"threshold_uncertainty_score":0.005013943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006888668478925592,"score_gpt":0.1889590155878156,"score_spread":0.18207034710889,"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."}}