{"id":"W2375502039","doi":"","title":"Kenaf Mulch:Heat Preservation and Biodegradation","year":2004,"lang":"en","type":"article","venue":"","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Mulch; Kenaf; Papermaking; Biodegradation; Plastic mulch; Stalk; Pulp and paper industry; Environmental science; Agronomy; Materials science; Horticulture; Chemistry; Composite material; Engineering; Biology; Fiber","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008253541,0.00003793732,0.00002996955,0.000004199985,0.00008962458,0.00007010296,0.00003897333,0.00001900451,0.0001912166],"category_scores_gemma":[0.000007957551,0.00001201009,0.000009732824,0.00008077548,0.000009760064,0.00042455,0.00002719664,0.00001931679,0.00002925109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007835813,"about_ca_system_score_gemma":8.401786e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001055575,"about_ca_topic_score_gemma":0.000348673,"domain_scores_codex":[0.9996818,0.00001035983,0.00006702986,0.0001006682,0.0000743072,0.00006585101],"domain_scores_gemma":[0.9999066,0.00001604555,0.00001731641,0.00001720356,0.00001905316,0.00002379783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006987993,0.0003472257,0.02954379,0.00003404691,0.00004306785,0.000005213798,0.0006571911,0.0004498071,0.3043271,0.2047539,0.003163359,0.4566054],"study_design_scores_gemma":[0.0005714771,0.0003379929,0.6329056,0.00001644361,0.00002089572,0.00000432537,0.0006724515,0.0009639895,0.01728687,0.03642415,0.3104969,0.0002988897],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755088,0.00001828037,0.0001376686,0.01808198,0.00003493141,0.0001053139,0.000001597505,0.00004262923,0.006068815],"genre_scores_gemma":[0.9978186,0.00003088951,0.0004063106,0.0006092144,0.00004606864,0.000005259113,0.00004209228,1.585575e-7,0.001041332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6033618,"threshold_uncertainty_score":0.2093687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019361542720832,"score_gpt":0.1979412331151566,"score_spread":0.1785796903943246,"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."}}