{"id":"W1965392443","doi":"10.3390/ijgi3031139","title":"The Relationship between an Invasive Shrub and Soil Moisture: Seasonal Interactions and Spatially Covarying Relations","year":2014,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shrub; Transect; Environmental science; Water content; Soil water; Growing season; Grassland; Ecology; Precipitation; Herbaceous plant; Spatial heterogeneity; Hydrology (agriculture); Soil science; Geography; Geology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006917922,0.00009220592,0.00009880379,0.0001023803,0.0006233474,0.000174598,0.0001912981,0.00005652009,0.00004980247],"category_scores_gemma":[0.001642527,0.00007275251,0.00003755078,0.00007689139,0.0001889174,0.003241008,0.0001074172,0.0002711686,0.00004830011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219228,"about_ca_system_score_gemma":0.00003696857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000630615,"about_ca_topic_score_gemma":0.001346649,"domain_scores_codex":[0.9989286,0.00009974456,0.0004673921,0.00006861355,0.0003308786,0.0001047596],"domain_scores_gemma":[0.9976265,0.001535318,0.0005196639,0.00007169254,0.0001698991,0.00007692559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004346937,0.00001279328,0.968088,0.000003807314,0.00006717222,5.983151e-7,0.001942192,0.004132192,0.00002020761,0.01101041,0.0004558568,0.01422326],"study_design_scores_gemma":[0.000419604,0.00007409752,0.9790993,0.00002490823,0.00003161463,0.00006120044,0.0003734848,0.005924075,0.00001313748,0.01042552,0.003472273,0.00008081376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563556,0.00002823543,0.03353312,0.005971071,0.0005769627,0.000100214,0.00001864047,0.00001285035,0.003403361],"genre_scores_gemma":[0.997919,0.0000657756,0.001386467,0.0003749329,0.0001243082,0.000004709753,0.00003169107,0.000003538117,0.00008959836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04156343,"threshold_uncertainty_score":0.4794347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170519812327416,"score_gpt":0.2580152595117323,"score_spread":0.2463100613884582,"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."}}