{"id":"W2511615992","doi":"10.1016/j.scitotenv.2016.08.177","title":"The threat of soil salinity: A European scale review","year":2016,"lang":"en","type":"review","venue":"The Science of The Total Environment","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":812,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Seventh Framework Programme; European Commission","keywords":"Soil salinity; Environmental science; Context (archaeology); Soil water; Dryland salinity; Salinity; Soil retrogression and degradation; Environmental resource management; Soil science; Soil biodiversity; Geography; Ecology; Soil fertility","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":[0.001103325,0.0008505799,0.001587669,0.002473056,0.0002426438,0.001553884,0.0007745248,0.001208052,0.003730924],"category_scores_gemma":[0.001805443,0.0002406715,0.0006555311,0.003315604,0.0006097134,0.001712796,0.001230586,0.001193659,0.0006831439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007433536,"about_ca_system_score_gemma":0.002812085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822827,"about_ca_topic_score_gemma":0.004238199,"domain_scores_codex":[0.999744,0.00004742205,0.00004417995,0.00005430539,0.00008194436,0.0000280123],"domain_scores_gemma":[0.9990973,0.0005040707,0.0001496727,0.0000192486,0.0001604462,0.00006920451],"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":[0.0001398439,0.00006358296,0.0004456428,0.0559383,0.000290817,0.0002925673,0.0001181434,0.0006629077,0.001551977,0.005438163,0.03722466,0.8978333],"study_design_scores_gemma":[0.00002148088,0.0000802126,0.001582516,0.01340468,0.0004715179,0.0006363018,0.0001697066,0.00009968682,0.000335248,0.002918306,0.9802442,0.00003610913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001087337,0.9989982,0.00005265891,0.0002960744,0.0001622781,0.000002352189,0.00002559229,0.000002401365,0.0003517107],"genre_scores_gemma":[0.0008033881,0.998604,0.0000809038,0.0002234,0.00009751911,0.000001907231,0.00002344428,8.6463e-7,0.0001645576],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003730924,"threshold_uncertainty_score":0.01248115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545388842279562,"score_gpt":0.2395194743416647,"score_spread":0.2140655859188691,"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."}}