{"id":"W2153011837","doi":"10.1139/t03-011","title":"Sorption of Cd<sup>2+</sup>, K<sup>+</sup>, F<sup></sup>, and Cl<sup></sup> on some tropical soils","year":2003,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sorption; Soil water; Freundlich equation; Chemistry; Langmuir; Salt (chemistry); Adsorption; Environmental chemistry; Soil science; Geology; Physical chemistry","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001564016,0.0009973494,0.001436082,0.001072266,0.001236656,0.0008108258,0.001185332,0.001150973,0.004059046],"category_scores_gemma":[0.001596973,0.0009278398,0.0007273165,0.0007325492,0.0008489123,0.001162986,0.0001810173,0.002756453,0.0005969977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323031,"about_ca_system_score_gemma":0.001666722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008809146,"about_ca_topic_score_gemma":0.00198193,"domain_scores_codex":[0.9919484,0.000844971,0.002164456,0.001367409,0.001332923,0.002341808],"domain_scores_gemma":[0.9939871,0.0006007939,0.0005642565,0.001254543,0.0005423409,0.003050942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007030315,0.001173183,0.002114645,0.0002458034,0.000393095,0.001450006,0.002774668,0.8489147,0.02413186,0.02446285,0.08505188,0.008584226],"study_design_scores_gemma":[0.01114481,0.005032174,0.005423171,0.002376133,0.001100121,0.01185267,0.006289321,0.5466195,0.01772103,0.02170152,0.3647352,0.00600434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900889,0.0005161538,0.0006200783,0.005649289,0.0004902974,0.0006612482,0.0004851811,0.000167373,0.001321448],"genre_scores_gemma":[0.9928637,0.0004691408,0.0008482861,0.002335588,0.001436133,0.00006881384,0.00005302236,0.0001526554,0.001772639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3022952,"threshold_uncertainty_score":0.9995442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928127586803463,"score_gpt":0.2525494559239483,"score_spread":0.2332681800559137,"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."}}