{"id":"W4383553144","doi":"10.1111/conl.12969","title":"Risky business: Protecting nature, protecting wealth?","year":2023,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Biodiversity; Harm; Business; Ecosystem services; Natural resource economics; Transformative learning; Environmental resource management; Economics; Finance; Ecosystem; Ecology; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003799526,0.0002986513,0.0004358979,0.0009988111,0.002282568,0.01028092,0.0006266139,0.003993084,0.01080891],"category_scores_gemma":[0.01940607,0.0001767755,0.0001763936,0.001326052,0.01481939,0.01209229,0.003179453,0.004342456,0.0007657727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003837282,"about_ca_system_score_gemma":0.00316054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199855,"about_ca_topic_score_gemma":0.002719262,"domain_scores_codex":[0.9968114,0.001735928,0.000118539,0.0002717396,0.0006602751,0.0004019065],"domain_scores_gemma":[0.9814751,0.01172886,0.003486482,0.000460878,0.001387554,0.001461106],"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":[0.00007501107,0.00008439756,0.009741543,0.0004703059,0.00002447031,0.0004549207,0.003454655,0.0004102277,0.0002164364,0.8852909,0.05107428,0.04870279],"study_design_scores_gemma":[0.00002111393,0.0000456987,0.007157135,0.001636067,0.0000211321,0.0006485074,0.01894648,0.0009781771,0.0004027705,0.84854,0.1215644,0.00003852575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07122868,0.02918388,0.007414696,0.7351511,0.002493642,0.0000476078,0.0001466656,0.00003139007,0.1543024],"genre_scores_gemma":[0.9343159,0.01928662,0.001229702,0.03714113,0.001896037,0.00003033701,0.00003632136,0.00001660487,0.006047476],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01080891,"threshold_uncertainty_score":0.0361594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414107534731852,"score_gpt":0.2330899347249369,"score_spread":0.2189488593776184,"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."}}