{"id":"W2273335066","doi":"","title":"Clay minerals and phosphate sorption in soils","year":2014,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Inuit Tapiriit Kanatami","funders":"","keywords":"Sorption; Clay minerals; Soil water; Phosphate; Environmental chemistry; Clay soil; Geology; Chemistry; Geochemistry; Environmental science; Soil science; Adsorption; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004481471,0.0002973135,0.0003234482,0.000102928,0.0001574928,0.0002304481,0.0006947801,0.0002065953,0.000473283],"category_scores_gemma":[0.0002796127,0.0003094273,0.00009653407,0.0002436017,0.0002477206,0.0001462873,0.002261063,0.0004056651,0.0001529328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001869875,"about_ca_system_score_gemma":0.00002239889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003884276,"about_ca_topic_score_gemma":0.002442727,"domain_scores_codex":[0.996249,0.001713815,0.0004522801,0.0008292167,0.000383602,0.0003720947],"domain_scores_gemma":[0.9979015,0.0003186323,0.0003305681,0.001200097,0.000090214,0.0001590138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001811807,0.004271944,0.2551508,0.001059052,0.0002342463,0.00005358188,0.0312811,0.008243581,0.04785781,0.1005359,0.05612657,0.4950042],"study_design_scores_gemma":[0.004498976,0.000004503146,0.2384725,0.004912319,0.0001792352,0.000015625,0.0002144759,0.2262263,0.1476538,0.06809089,0.3065062,0.003225225],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8931165,0.0007976313,0.01351309,0.006156277,0.000186896,0.000612472,0.00001544523,0.0001082356,0.08549342],"genre_scores_gemma":[0.9814309,0.001622988,0.0062052,0.0002368832,0.00001269335,0.00009001028,0.0001338652,0.00003131347,0.01023611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.491779,"threshold_uncertainty_score":0.9999358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009145695869491016,"score_gpt":0.2082485842837659,"score_spread":0.1991028884142749,"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."}}