{"id":"W4366221867","doi":"10.5751/es-13795-280203","title":"Conservation at a crossroads: governing by global targets, innovative financing, and techno-optimism or radical reform?","year":2023,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Convention on Biological Diversity; Marine conservation; Conservation psychology; Corporate governance; Sustainability; Politics; Political science; Environmental resource management; Environmental planning; Sociology; Business; Biodiversity; Economics; Ecology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01599567,0.000453651,0.0008724527,0.002079818,0.005746222,0.0210878,0.002256855,0.007776956,0.009259081],"category_scores_gemma":[0.03045678,0.0003272918,0.0006108345,0.00321261,0.05179641,0.04343615,0.009428288,0.01233264,0.001134078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040914,"about_ca_system_score_gemma":0.01001709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005456057,"about_ca_topic_score_gemma":0.004604444,"domain_scores_codex":[0.9863092,0.00729582,0.000243116,0.001418347,0.002153613,0.002579811],"domain_scores_gemma":[0.9817749,0.009289992,0.002167529,0.002301003,0.001583043,0.002883566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001253795,0.00004618982,0.0007886592,0.00007975109,0.00001370788,0.00004538057,0.003773102,0.0002312131,0.00006106285,0.9495487,0.01932268,0.0260771],"study_design_scores_gemma":[0.00002274248,0.00003419141,0.001347098,0.0006294292,0.00001178239,0.00005711236,0.009179874,0.0004517999,0.0001049705,0.8446347,0.1435039,0.00002245304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01271087,0.01652224,0.00943024,0.8699107,0.002211138,0.00004136035,0.00003529482,0.00007067873,0.08906746],"genre_scores_gemma":[0.8141509,0.01786464,0.007003155,0.1400335,0.005646505,0.0002278922,0.00007118194,0.0002006894,0.01480155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0210878,"threshold_uncertainty_score":0.08459419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00891234237968106,"score_gpt":0.216499427089355,"score_spread":0.207587084709674,"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."}}