{"id":"W2094312509","doi":"10.4141/s05-029","title":"Quantification of soil volumes in the Eg &amp; Bt-horizon of an Albeluvisol using image analysis","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedogenesis; Podzol; Horizon; Soil science; Soil horizon; Anisotropy; Soil test; Soil water; Drainage; Environmental science; Geology; Mathematics; Physics; Geometry; Ecology; Optics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002497137,0.0003060443,0.0001588762,0.001920515,0.0001509449,0.000615535,0.0002522932,0.0001936036,0.0004092057],"category_scores_gemma":[0.0002890368,0.0001659986,0.0001317223,0.0008052349,0.0003097045,0.0002663534,0.0002676274,0.0002008268,0.00009252633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003043677,"about_ca_system_score_gemma":0.0001781095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002981851,"about_ca_topic_score_gemma":0.007625676,"domain_scores_codex":[0.9998798,0.000009406639,0.000006033583,0.00004378373,0.00003984752,0.00002107736],"domain_scores_gemma":[0.9997726,0.00005837552,0.0000720098,0.0000142679,0.00005946821,0.00002327636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000197985,0.00005040668,0.04015268,0.0002010885,0.00005668083,0.0001393066,0.0003959204,0.003214474,0.9121364,0.0003217325,0.00007777963,0.04305558],"study_design_scores_gemma":[0.000014923,0.0001339789,0.7031539,0.00003063788,0.000108516,0.0006903717,0.0004250678,0.03433339,0.2580152,0.0003981222,0.00265093,0.00004493399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681792,0.0004442465,0.02944718,0.00001183845,0.000005842292,0.00003571545,0.0005119945,0.0002231707,0.001140638],"genre_scores_gemma":[0.954785,0.0002661126,0.04394014,0.00001310762,0.000007470961,0.00003990519,0.0004757612,0.00005338631,0.0004189597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002981851,"threshold_uncertainty_score":0.005928993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041850183700512,"score_gpt":0.2526701226313855,"score_spread":0.2322516207943804,"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."}}