{"id":"W2106449261","doi":"","title":"Overview of the Sustainable Uses of Peat Soil in Malaysia with Some Relevant Geotechnical Assessments","year":2013,"lang":"en","type":"article","venue":"International Journal of Sustainable Construction Engineering and Technology (Universiti Tun Hussein Onn Malaysia)","topic":"Modeling, Simulation, and Optimization","field":"Mathematics","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peat; Environmental science; Agroforestry; Soil quality; Mangrove; Soil carbon; Geography; Soil water; Forestry; Environmental protection; Ecology; Soil science","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":[0.0002627962,0.0007787439,0.0002129265,0.003851333,0.0004631098,0.001567412,0.000347555,0.0003495892,0.005760752],"category_scores_gemma":[0.0003109551,0.0002285198,0.0004121692,0.003895716,0.0002744746,0.001664103,0.0008009993,0.0004044225,0.0009111732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651299,"about_ca_system_score_gemma":0.002076917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087601,"about_ca_topic_score_gemma":0.02199278,"domain_scores_codex":[0.9998136,0.00002813602,0.00002650323,0.00001668036,0.00007538851,0.00003968103],"domain_scores_gemma":[0.9997857,0.00003228676,0.0000677512,0.000006048408,0.00007664386,0.00003160489],"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":[0.0001548362,0.0001599971,0.03046629,0.01448683,0.0001224588,0.001684329,0.001407088,0.007667353,0.007324868,0.02919425,0.0281126,0.8792191],"study_design_scores_gemma":[0.000004832084,0.0002503709,0.1182911,0.009719076,0.0001599512,0.002739835,0.005852003,0.002517472,0.005542917,0.00814153,0.8466784,0.0001024328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1781161,0.5615293,0.01073055,0.006222949,0.0006457294,0.0005113165,0.008523518,0.0003518871,0.2333686],"genre_scores_gemma":[0.4126863,0.539051,0.009566431,0.0005516002,0.0001477808,0.0001126157,0.00268718,0.00005202604,0.03514504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01087601,"threshold_uncertainty_score":0.0216254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107570857639536,"score_gpt":0.2435310363700845,"score_spread":0.2324553277936892,"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."}}