{"id":"W1988335815","doi":"10.1061/41147(392)22","title":"International Practices and Guidance: Natural-Fiber Rolled Erosion Control Products","year":2010,"lang":"en","type":"article","venue":"","topic":"Materials Engineering and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Business; Erosion; Control (management); Environmental planning; Environmental science; Geography; Computer science; Geology; Archaeology; Artificial intelligence","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":[0.01214732,0.001759835,0.0006453561,0.00373451,0.002153463,0.003157318,0.002613937,0.004542076,0.02104119],"category_scores_gemma":[0.01320001,0.0006934435,0.0007284026,0.00290001,0.001898711,0.002882801,0.002127853,0.003474854,0.02231047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751245,"about_ca_system_score_gemma":0.007651636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006425646,"about_ca_topic_score_gemma":0.0095147,"domain_scores_codex":[0.9835322,0.003055589,0.001753758,0.001080208,0.01000661,0.0005716921],"domain_scores_gemma":[0.9825669,0.002270925,0.002714052,0.002127563,0.00962344,0.0006970801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001730379,0.0008752064,0.002466294,0.002731644,0.00002161646,0.0008232344,0.001745079,0.001596398,0.05173032,0.0181047,0.2571479,0.6625846],"study_design_scores_gemma":[0.000008295609,0.0001190564,0.001774253,0.0007622026,0.000006064859,0.0002865342,0.0002365974,0.0001502931,0.005246644,0.001135449,0.9902548,0.00001976292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01709693,0.04389516,0.1145765,0.03369006,0.003718322,0.005638771,0.003716213,0.005828152,0.7718399],"genre_scores_gemma":[0.07224776,0.06582044,0.3389525,0.02418199,0.001464804,0.006018669,0.008099174,0.002290749,0.4809239],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02104119,"threshold_uncertainty_score":0.07038975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005498372189992713,"score_gpt":0.2263470572387636,"score_spread":0.2208486850487708,"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."}}