{"id":"W2110015422","doi":"10.1641/b581009","title":"Ecological Restoration and Physiology: An Overdue Integration","year":2008,"lang":"en","type":"article","venue":"BioScience","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; University of Illinois at Urbana-Champaign","keywords":"Restoration ecology; Ecology; Ecosystem; Environmental resource management; Adaptive management; Functional ecology; Population; Function (biology); Biology; Environmental science","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":[0.00006186478,0.00005939639,0.00005557679,0.000008334125,0.0002328416,0.000008982575,0.0001162479,0.00004804795,0.0002144029],"category_scores_gemma":[0.000077066,0.00003812694,0.00001269258,0.000164611,0.0006651545,0.0002761385,0.0000822837,0.00005354244,0.00008741706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002581423,"about_ca_system_score_gemma":0.000004932624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004430174,"about_ca_topic_score_gemma":0.00001959916,"domain_scores_codex":[0.9993986,0.00003217967,0.00007764686,0.0002643464,0.0001062898,0.000120906],"domain_scores_gemma":[0.9997779,0.00002480233,0.00002777206,0.00008600254,0.000005215616,0.00007827624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000004531818,0.0000713702,0.001782106,2.169492e-7,1.495093e-7,6.342599e-7,0.00004685736,0.0000167352,0.9962233,0.0003495302,0.0001952957,0.001309229],"study_design_scores_gemma":[0.00004771004,0.000173444,0.9682115,7.750412e-7,8.127265e-7,0.000006447326,0.00001807462,0.003175912,0.02502896,0.002842288,0.0004188237,0.0000752872],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983882,0.000004508619,0.000300481,0.000197863,0.0000368037,0.00005953781,0.000002081689,0.00003387365,0.0009766828],"genre_scores_gemma":[0.9974911,0.00001736498,0.001906413,0.0004374564,0.00002377432,0.000007137986,0.000006488178,0.000001141982,0.0001090989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9711944,"threshold_uncertainty_score":0.245079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03618100646174621,"score_gpt":0.2433365350951476,"score_spread":0.2071555286334014,"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."}}