{"id":"W4387960333","doi":"10.17528/cifor-icraf/009006","title":"Rights-Based Approaches in Climate Change, Conservation and Development Initiatives: Preliminary analysis and recommendations from a review of the scholarly literature","year":2023,"lang":"en","type":"review","venue":"Center for International Forestry Research (CIFOR) eBooks","topic":"Environmental law and policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Consortium of International Agricultural Research Centers; World Agroforestry Centre; European Commission; UNICEF; United States Agency for International Development","keywords":"Climate change; Political science; Environmental planning; Environmental resource management; Engineering ethics; Environmental ethics; Geography; Environmental science; Engineering; Ecology; Philosophy; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001928271,0.0002014971,0.0005274332,0.000512785,0.0004683917,0.0002100546,0.0005084425,0.0002102457,0.0000257753],"category_scores_gemma":[0.0004109237,0.000145927,0.0002128848,0.0004407998,0.0004223829,0.0003236392,0.0003317808,0.0005020266,0.000003494761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498086,"about_ca_system_score_gemma":0.0002583125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004541222,"about_ca_topic_score_gemma":0.001874952,"domain_scores_codex":[0.9973714,0.0007006858,0.0006200827,0.000392385,0.0005968933,0.0003185302],"domain_scores_gemma":[0.9983075,0.0008731307,0.0003175972,0.0002108884,0.0001941096,0.00009683203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001985219,0.0004714349,0.02109563,0.07165517,0.002740015,0.00001284445,0.01453838,4.691474e-7,4.448395e-7,0.1099749,0.0016628,0.7776493],"study_design_scores_gemma":[0.0002718899,0.00003457921,0.003858506,0.06181041,0.0001728054,6.432549e-7,0.0002030542,0.00002746593,0.000001873119,0.001602364,0.9318544,0.0001620366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007321817,0.9770609,0.00003192091,0.00296306,0.000314905,0.005369543,0.007352642,0.0000305659,0.006144308],"genre_scores_gemma":[0.0004405613,0.9934404,0.0005484962,0.0001946902,0.0001638594,0.001401011,0.003251382,0.0000228312,0.0005367153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9301916,"threshold_uncertainty_score":0.5950732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3363071142044648,"score_gpt":0.4656510638184168,"score_spread":0.129343949613952,"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."}}