{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000331653,0.0001422053,0.0001590714,0.00002001804,0.0004985108,0.00001359418,0.000209718,0.0003310793,0.000297704],"category_scores_gemma":[0.0002148056,0.0001375226,0.00006443515,0.0002253411,0.0005567069,0.0001549681,0.0002817506,0.0004164524,0.00005958378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001624283,"about_ca_system_score_gemma":0.00001394647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002446409,"about_ca_topic_score_gemma":0.0002519416,"domain_scores_codex":[0.9990168,0.00008377177,0.0002789618,0.0003427708,0.00008191394,0.0001957508],"domain_scores_gemma":[0.999306,0.0002714104,0.0001481214,0.0002174918,0.00001937874,0.00003759355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006226275,0.00008874848,0.8357434,0.00004636406,0.00003513546,0.000001425987,0.0006173779,0.0001192239,0.05354332,0.080403,0.02169391,0.007645872],"study_design_scores_gemma":[0.001762209,0.0001693587,0.3732612,0.0001377018,0.00007078818,0.000002746911,0.0007129842,0.002313555,0.008479769,0.2848605,0.3277037,0.0005254215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287037,0.0001185867,0.002366549,0.06219323,0.0003611698,0.0007008135,0.0000439149,0.00006505276,0.005447024],"genre_scores_gemma":[0.9561311,0.00002320144,0.002284261,0.04043123,0.00006097773,0.000106845,0.0003877829,0.000009096349,0.0005655342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4624822,"threshold_uncertainty_score":0.5608009,"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."}}