{"id":"W2120900558","doi":"10.1002/joc.4396","title":"A preliminary study to investigate the biogeophysical impact of desertification on climate based on different latitudinal bands","year":2015,"lang":"en","type":"article","venue":"International Journal of Climatology","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK; National Science Foundation","keywords":"Desertification; Albedo (alchemy); Climate change; Climatology; Environmental science; Precipitation; Climate model; Global warming; Northern Hemisphere; Physical geography; Geology; Geography; Meteorology; Ecology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003892434,0.0001967165,0.0001588227,0.0002390982,0.0002028836,0.0003448336,0.0001409765,0.0001318511,0.001843408],"category_scores_gemma":[0.0005100977,0.00007504548,0.0003400119,0.0004296524,0.0001060225,0.0002091105,0.0002165911,0.0001623277,0.0002130193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002165102,"about_ca_system_score_gemma":0.000253435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01396338,"about_ca_topic_score_gemma":0.02077324,"domain_scores_codex":[0.9998949,0.00004310644,0.000005468621,0.00002027036,0.00001747314,0.00001879517],"domain_scores_gemma":[0.9996661,0.00008849693,0.00004653128,0.00004366242,0.00008591564,0.00006939701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003881159,0.0002443694,0.9757822,0.00004000292,0.000103093,0.0001765005,0.0004029379,0.007178794,0.007386914,0.0002868631,0.0003034311,0.007706684],"study_design_scores_gemma":[0.00001057099,0.0002518995,0.9919177,0.000004393326,0.00002332287,0.00003289262,0.0004240301,0.005526539,0.0009784568,0.0000773702,0.0007471547,0.00000569943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978376,0.0000212704,0.0003360252,0.00001224696,0.000001996292,0.0000166001,0.000598916,0.000005608835,0.001169769],"genre_scores_gemma":[0.9979965,0.00002685605,0.0005721358,0.00001013921,0.000003166358,0.00002287544,0.0008845945,0.000003730604,0.0004799711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396338,"threshold_uncertainty_score":0.0277642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02875253202330177,"score_gpt":0.3074390684567653,"score_spread":0.2786865364334635,"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."}}