{"id":"W3094380415","doi":"","title":"The influence of shrub canopies on soil temperatures across northern Canada","year":2013,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Shrub; Environmental science; Geography; Physical geography; Hydrology (agriculture); Geology; Ecology; Biology","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":[0.000394428,0.0002013036,0.000367517,0.001050275,0.002576313,0.001755641,0.0006805708,0.0003477275,0.002374463],"category_scores_gemma":[0.001742273,0.0002450506,0.0003817784,0.002564294,0.001196318,0.0004098827,0.0007946918,0.0004512337,0.0001759117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01933285,"about_ca_system_score_gemma":0.01830918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953359,"about_ca_topic_score_gemma":0.9990663,"domain_scores_codex":[0.9994316,0.00005945524,0.00001750752,0.0000988303,0.0001378171,0.0002548047],"domain_scores_gemma":[0.9977487,0.0002697582,0.0002180048,0.00005726037,0.00120892,0.0004973289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002500342,0.00004567283,0.9800601,0.00006619198,0.0002022525,0.0001978081,0.003082336,0.00100024,0.00184866,0.0004924835,0.002261435,0.01049281],"study_design_scores_gemma":[0.00000249428,0.000004067184,0.9974818,0.00001087635,0.00001510447,0.00001158012,0.001502373,0.0001583429,0.00004168608,0.00002524647,0.0007418173,0.0000044748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931839,0.0004905191,0.00007815091,0.0003087452,0.00001197496,0.00001124529,0.001061315,0.00001148539,0.004842718],"genre_scores_gemma":[0.9979283,0.0002824494,0.00008399823,0.00005339043,0.000003891628,0.000005723276,0.000294552,0.000008464521,0.001339306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01933285,"threshold_uncertainty_score":0.1402703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006532194828639811,"score_gpt":0.2067031373563839,"score_spread":0.2001709425277441,"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."}}