{"id":"W2118001589","doi":"10.1139/t09-039","title":"Study of the water retention properties of a tropical soil","year":2009,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Hydraulic conductivity; Water retention curve; Water retention; Weathering; Soil water; Soil science; Suction; Drainage; Geology; Environmental science; Geotechnical engineering; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007941749,0.00007117536,0.0001293701,0.00008137207,0.00006073737,0.00001483262,0.0001977255,0.00008949691,0.00001849938],"category_scores_gemma":[0.00002260733,0.00003368032,0.00007375965,0.0001080994,0.00003392794,0.00004689185,0.00000737387,0.0003884437,0.000002053893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007025535,"about_ca_system_score_gemma":0.00005499181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008250661,"about_ca_topic_score_gemma":0.002379138,"domain_scores_codex":[0.9993106,0.00003046787,0.0002556055,0.00005391195,0.000147713,0.0002017089],"domain_scores_gemma":[0.9996303,0.00000280528,0.00002244094,0.0001467421,0.00005727635,0.0001404607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002067218,0.0007476535,0.008458461,0.0001359816,0.0005328942,0.0003727985,0.005951639,0.4055751,0.4607687,0.0004130711,0.009722036,0.1071149],"study_design_scores_gemma":[0.004871673,0.002805065,0.6129496,0.0009283919,0.0003944453,0.001523939,0.002781205,0.05813649,0.3032032,0.002501564,0.008787203,0.001117251],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988894,0.00009226664,0.00004306063,0.0005552317,0.0001726541,0.00008952668,0.00000119161,0.00001978435,0.0001368968],"genre_scores_gemma":[0.9998233,0.000009064376,0.000008931866,0.00004560867,0.00006472017,0.000001207806,1.912543e-7,0.000006701207,0.00004024045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6044912,"threshold_uncertainty_score":0.1687616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558609784143505,"score_gpt":0.1840205611430882,"score_spread":0.1684344633016532,"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."}}