{"id":"W4407969521","doi":"10.1016/j.gloenvcha.2025.102982","title":"The environmental statehood of ecological restoration: An institutional analysis of three regulatory case studies","year":2025,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lionel Murphy Foundation; McGill University","keywords":"Environmental regulation; Political science; Ecology; Environmental planning; Geography; Environmental resource management; Biology; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01405721,0.0002670188,0.0005095136,0.003063919,0.006973249,0.005065989,0.002184585,0.002045369,0.002518247],"category_scores_gemma":[0.02064898,0.0003178044,0.0006928965,0.004471119,0.009173861,0.003992766,0.005501037,0.002193131,0.0001336191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01904977,"about_ca_system_score_gemma":0.008016812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0702353,"about_ca_topic_score_gemma":0.0992147,"domain_scores_codex":[0.991339,0.005773711,0.0003453288,0.0004076684,0.0009848044,0.001149627],"domain_scores_gemma":[0.9789978,0.01382158,0.003177225,0.001192327,0.001832234,0.0009789014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003181817,0.002163303,0.1456212,0.0005024195,0.0001625899,0.01148174,0.2541367,0.01975952,0.002131658,0.5071815,0.004099814,0.05244137],"study_design_scores_gemma":[0.0001773183,0.0006183903,0.1925201,0.0009504723,0.0002438912,0.001700787,0.6284448,0.04479631,0.002898292,0.07032014,0.05711401,0.0002155262],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763732,0.00022464,0.004402678,0.001251151,0.000007454234,0.0002721182,0.00005130919,0.000008650502,0.01740878],"genre_scores_gemma":[0.9955858,0.0002130775,0.002444735,0.0001069543,0.000003309308,0.0001728156,0.00004723075,0.00000572036,0.001420278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0702353,"threshold_uncertainty_score":0.139653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04461484687378423,"score_gpt":0.2807484901490147,"score_spread":0.2361336432752305,"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."}}