{"id":"W1550190924","doi":"","title":"DIVERSITY OF CLAY MINERALS IN THE VERTISOLS OF THREE DIFFERENT CLIMATIC REGIONS IN WESTERN IRAN","year":2008,"lang":"en","type":"article","venue":"Journal of Agricultural Science and Technology","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Vertisol; Clay minerals; Calcareous; Deserts and xeric shrublands; Expansive clay; Soil water; Water content; Moisture; Geology; Montmorillonite; Soil science; Geochemistry; Chemistry; Geotechnical engineering; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001430876,0.0002048326,0.0002155935,0.001143339,0.0004072488,0.0003996055,0.000165848,0.0001127552,0.0003222447],"category_scores_gemma":[0.0002072425,0.0001115012,0.0001631943,0.0007468762,0.0002938428,0.0001665271,0.0002133425,0.0001082418,0.00005302414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289111,"about_ca_system_score_gemma":0.0002043071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289374,"about_ca_topic_score_gemma":0.02906855,"domain_scores_codex":[0.9998741,0.00001347069,0.00001273677,0.00003646129,0.00003431355,0.00002885894],"domain_scores_gemma":[0.9998612,0.00001369003,0.00005759048,0.000006778873,0.0000341077,0.00002666699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001066013,0.00006398134,0.9728268,0.00004285794,0.00005601187,0.0004655133,0.001937448,0.0001140689,0.01214114,0.00005497849,0.0001202014,0.01207048],"study_design_scores_gemma":[0.000002486962,0.00003026131,0.9984819,0.000002572591,0.000007474864,0.000196819,0.0007871306,0.00005846921,0.0001915056,0.00001648989,0.0002217091,0.000003060387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995851,0.0001324894,0.00003227042,0.000008547061,0.00000115603,0.00000406142,0.0000546151,0.000002026768,0.0001796439],"genre_scores_gemma":[0.999582,0.0001205988,0.00009760923,0.000009553228,0.000003109642,0.000002985082,0.00009420016,7.419814e-7,0.00008907769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01289374,"threshold_uncertainty_score":0.02563739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080653165882926,"score_gpt":0.2624234029750954,"score_spread":0.2216168713162662,"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."}}