{"id":"W4414160583","doi":"10.1111/cobi.70144","title":"Navigating diverse human–nature worldviews for more inclusive conservation","year":2025,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Strategic Research Council","keywords":"Typology; Convention on Biological Diversity; Mainstream; Ecosystem services; CLARITY; Biodiversity conservation; Citizen journalism; Indigenous","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":[0.04721617,0.0006300099,0.0007084481,0.004524912,0.01159847,0.02191242,0.001856522,0.003198802,0.003043892],"category_scores_gemma":[0.01540335,0.000505131,0.0006958996,0.003446176,0.07441635,0.02690701,0.01693645,0.00721017,0.0002878675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01106111,"about_ca_system_score_gemma":0.01418174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005469514,"about_ca_topic_score_gemma":0.01325545,"domain_scores_codex":[0.9680662,0.02653304,0.000607843,0.00124757,0.002145994,0.001399421],"domain_scores_gemma":[0.9759963,0.01525062,0.002453113,0.00258365,0.001803037,0.00191329],"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":[0.00002379199,0.00007098587,0.00551155,0.0002705165,0.0000324856,0.000324818,0.3152645,0.0005414783,0.0008051438,0.6403543,0.002424184,0.03437632],"study_design_scores_gemma":[0.00001685036,0.00002818225,0.003500306,0.0005634123,0.00001515787,0.0003457956,0.3002465,0.0006136606,0.0004867423,0.6073074,0.08682769,0.00004823979],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3036314,0.01507631,0.2076109,0.1683404,0.0007775138,0.0005081819,0.0001411824,0.0001681276,0.3037461],"genre_scores_gemma":[0.9636301,0.002248024,0.02696872,0.00441656,0.00007890371,0.0002331016,0.00005552956,0.00004755451,0.002321448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04721617,"threshold_uncertainty_score":0.249706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721775161662675,"score_gpt":0.3579682496298545,"score_spread":0.3307504980132277,"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."}}