{"id":"W4412864269","doi":"10.1111/conl.13109","title":"Stakeholder Consensus on Conservation Priorities Across Scientific, NGO, and Governmental Sectors","year":2025,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agencia Estatal de Investigación; General Secretariat for Research and Technology; Danmarks Grundforskningsfond; Agence Nationale de la Recherche; Directorate-General XII, Science, Research, and Development; National Research Foundation; Fundación Biodiversidad; European Commission; Biodiversa+; Innovationsfonden","keywords":"Stakeholder; Business; Environmental planning; Environmental resource management; Nature Conservation; Marine protected area; Political science; Geography; Public relations; Ecology; Economics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03132991,0.0001937953,0.0003781161,0.00208222,0.001983202,0.002893133,0.0006285599,0.001021583,0.00316036],"category_scores_gemma":[0.0425736,0.0001791854,0.0003438275,0.001411886,0.002370212,0.002248661,0.003448468,0.0009882508,0.0001488772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003184743,"about_ca_system_score_gemma":0.001921588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004360672,"about_ca_topic_score_gemma":0.004947417,"domain_scores_codex":[0.9778491,0.01589357,0.0008439567,0.0007285453,0.00303357,0.001651202],"domain_scores_gemma":[0.9582016,0.02803442,0.004542901,0.001769567,0.005684917,0.001766506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009765781,0.0002032873,0.636327,0.0007631154,0.0004470612,0.001182596,0.09284303,0.01081251,0.005406344,0.1054346,0.005569075,0.1400349],"study_design_scores_gemma":[0.00009698675,0.0003320446,0.4263592,0.001082819,0.0001402022,0.0004607525,0.3354511,0.02286464,0.001635968,0.1801741,0.0312077,0.0001944674],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575536,0.0003511709,0.007368738,0.004375837,0.00002975173,0.00006354151,0.0001049507,0.000008724391,0.03014359],"genre_scores_gemma":[0.999368,0.00003522772,0.0003337322,0.0001153638,0.00000304526,0.000008395075,0.00001690847,0.000001236268,0.0001180884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03132991,"threshold_uncertainty_score":0.1656904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187225407908978,"score_gpt":0.23243824288292,"score_spread":0.1137157020920221,"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."}}