{"id":"W6912993541","doi":"10.5446/53408","title":"Biochar alters hydraulic conductivity and inhibits nutrient leaching in two agricultural soils: AS800, AS500, SW500 biochars","year":2021,"lang":"en","type":"other","venue":"TIB KMO / FLOWWORKS GmbH","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biochar; Beamline; Porosity; Leaching (pedology); Charcoal; Hydraulic conductivity; Nutrient","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001119535,0.001904459,0.002117577,0.001505364,0.000262953,0.0004622641,0.0007700409,0.00112496,0.001870887],"category_scores_gemma":[0.0002596218,0.001755413,0.0004568711,0.002067033,0.0005482284,0.0004243901,0.0008519753,0.002731463,0.001908979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008574084,"about_ca_system_score_gemma":0.0002611357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004262083,"about_ca_topic_score_gemma":0.006822035,"domain_scores_codex":[0.9921228,0.0009852197,0.001123839,0.00269331,0.001197184,0.001877608],"domain_scores_gemma":[0.9967133,0.0002101112,0.0009148436,0.00134677,0.0001354379,0.0006795444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003533733,0.002190211,0.002402707,0.00137856,0.001816275,0.001117135,0.004429899,0.001089687,0.1737231,0.001470318,0.7931994,0.0168294],"study_design_scores_gemma":[0.03522229,0.000816109,0.01312551,0.04295707,0.001582829,0.001854505,0.007015642,0.003801558,0.08440828,0.0009163623,0.7858076,0.02249222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8393893,0.05199389,0.0001671435,0.0007238172,0.002892453,0.003153882,0.0007795788,0.001570911,0.09932905],"genre_scores_gemma":[0.8693806,0.001826513,0.001003638,0.000595478,0.003007182,0.000311158,0.002864708,0.003497505,0.1175132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08931482,"threshold_uncertainty_score":0.9995693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895993000468356,"score_gpt":0.2749612830695514,"score_spread":0.2560013530648679,"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."}}