{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008606443,0.0001632183,0.0001143696,0.00009590609,0.0005572239,0.00006340552,0.0002105359,0.00008529075,0.0006533272],"category_scores_gemma":[0.0003807295,0.0001692336,0.00004113884,0.001188604,0.0001117699,0.000386698,0.0002442699,0.0004368713,0.002087475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001945409,"about_ca_system_score_gemma":0.000007765604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006737889,"about_ca_topic_score_gemma":0.0001400451,"domain_scores_codex":[0.9984598,0.0001463854,0.0002826867,0.000399593,0.0003769862,0.0003345775],"domain_scores_gemma":[0.9993585,0.000112603,0.0001727105,0.0002792233,0.000009443958,0.00006748304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000543282,0.00008385294,0.3270645,0.0001680919,0.00004662147,0.00005316779,0.001181333,0.007471087,0.3177234,0.0004068876,0.3280143,0.0177325],"study_design_scores_gemma":[0.0004846589,0.00001797389,0.7701288,0.00004412753,0.0000116646,0.00000461637,0.0003446188,0.004573904,0.00303216,0.000206642,0.220812,0.0003387907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9054182,0.000006454926,0.004039869,0.08630922,0.0002806184,0.001011323,0.000002227316,0.0004743738,0.002457759],"genre_scores_gemma":[0.9055364,0.00002029365,0.004749682,0.08701082,0.0001101087,0.0004800294,0.00005706482,0.00005172665,0.001983921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4430644,"threshold_uncertainty_score":0.9986895,"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."}}