{"id":"W7025253832","doi":"","title":"Threshold Dynamics in Plant Succession after Tree Planting in Agricultural Riparian Zones","year":2016,"lang":"en","type":"article","venue":"Digital Commons - DU (University of Denver)","topic":"Physics of Superconductivity and Magnetism","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecological succession; Riparian zone; Plant cover; Forb; Herbaceous plant; Shrub; Plant community; Secondary succession; Vegetation (pathology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004099476,0.0001249916,0.0002071137,0.0001075363,0.00005979948,0.00003219829,0.0002340977,0.0000460872,0.00006199218],"category_scores_gemma":[0.000002195461,0.0001081894,0.00008325218,0.000149201,0.000102357,0.002666832,0.0001602677,0.0001162293,0.00002030894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000574958,"about_ca_system_score_gemma":0.00001745859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364648,"about_ca_topic_score_gemma":0.007558692,"domain_scores_codex":[0.9993701,0.00001744247,0.0001079352,0.0001873688,0.0001084339,0.00020872],"domain_scores_gemma":[0.99967,0.00006229425,0.00005769535,0.0001354453,0.00001776876,0.00005676446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009374307,0.0003854669,0.946209,0.00001321083,0.00002434683,0.00005150485,0.0006752074,0.000007131424,0.0006950525,0.03884908,0.0001394723,0.01285677],"study_design_scores_gemma":[0.002636099,0.0000847212,0.9700534,0.0004145171,0.00002206727,0.000004940039,0.00852827,0.0005267957,0.0002709781,0.01657557,0.0003896283,0.0004929924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736773,0.00001032446,0.0003605029,0.0004752564,0.00004324941,0.00007929157,0.0003523121,0.00001331933,0.02498844],"genre_scores_gemma":[0.9996165,0.000002964426,0.00003205609,0.000003565387,0.00002615971,5.400754e-7,0.00009494439,0.000005507204,0.000217788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02593917,"threshold_uncertainty_score":0.4411834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007351074282299502,"score_gpt":0.168094723981486,"score_spread":0.1607436496991865,"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."}}