{"id":"W1977565042","doi":"10.1111/j.1526-100x.2011.00821.x","title":"Restoring Remote Ecosystems","year":2011,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Ecosystem; Environmental resource management; Harm; Agency (philosophy); Restoration ecology; Ecosystem services; Environmental planning; Remote sensing; Business; Environmental science; Ecology; Geography; Political science; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002933553,0.00008387191,0.00008776779,0.00002351616,0.0001405237,0.000005727534,0.0001364365,0.0001300093,0.002998404],"category_scores_gemma":[0.00004191789,0.00008561187,0.00002739264,0.00008358929,0.0001241365,0.0002184812,0.00009038954,0.00014371,0.003518858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307248,"about_ca_system_score_gemma":0.000005749497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003236259,"about_ca_topic_score_gemma":0.001139179,"domain_scores_codex":[0.9991985,0.00009287899,0.000173558,0.0002143403,0.0001416556,0.0001790841],"domain_scores_gemma":[0.9995717,0.00002917501,0.0000775563,0.0002458794,0.000002550407,0.0000731589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002172165,0.0005607044,0.8849801,0.00005053428,0.00005614681,0.0001786823,0.009041274,0.002782833,0.0432852,0.0284109,0.01623162,0.01420473],"study_design_scores_gemma":[0.0006514232,0.0006034704,0.8459814,0.00001478379,0.00002646041,0.00006631925,0.0001857543,0.002698012,0.006689011,0.04794209,0.09456866,0.0005726814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8151621,0.0000154174,0.000705224,0.0003669997,0.0006380901,0.0001657417,0.000001423752,0.0000704377,0.1828746],"genre_scores_gemma":[0.9967518,0.00001757965,0.002034703,0.0002876612,0.0000821439,0.000005897758,0.000004760886,0.00001079104,0.0008046172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.18207,"threshold_uncertainty_score":0.997913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05373205577136873,"score_gpt":0.2391602656259743,"score_spread":0.1854282098546056,"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."}}