{"id":"W2079397341","doi":"10.5751/es-06646-190441","title":"A cultural landscape approach to community-based conservation in Solomon Islands","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nature Conservancy","keywords":"Indigenous; Cultural heritage; Environmental resource management; Cultural landscape; Geography; Ecosystem services; Traditional knowledge; Work (physics); Conservation psychology; Environmental planning; Biodiversity; Sociology; Environmental ethics; Ecology; Ecosystem; Archaeology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001155083,0.00005963763,0.000139481,0.00001577756,0.000841205,0.00001880191,0.00007611186,0.0001315646,0.000007167842],"category_scores_gemma":[0.00009333116,0.00005161393,0.00003824061,0.0001260851,0.0002624025,0.00005506999,0.00002662684,0.0001906014,0.000007855999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000218217,"about_ca_system_score_gemma":0.0000338964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000290196,"about_ca_topic_score_gemma":0.001734725,"domain_scores_codex":[0.9990907,0.0004758193,0.00008695973,0.00009665743,0.00006093196,0.0001889893],"domain_scores_gemma":[0.9996393,0.0001917832,0.00002531412,0.00006411689,0.0000313779,0.00004805217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001451295,0.00009834974,0.4934733,0.00001483982,0.0000158095,1.453786e-7,0.4890991,0.00001177185,0.00001077377,0.00870878,0.008325948,0.000226766],"study_design_scores_gemma":[0.00101895,0.0000989369,0.447972,0.000008580811,0.00001216478,4.963446e-7,0.5241872,0.001685166,0.000002874655,0.001862712,0.02296465,0.0001862534],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7531805,0.00001988444,0.0005411819,0.002437555,0.0000801367,0.0001362477,0.000003420224,0.00003574087,0.2435653],"genre_scores_gemma":[0.9965336,0.00001343044,0.0006676035,0.002258566,0.00005326563,0.00002468395,0.00001195668,0.000002394154,0.0004345191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2433531,"threshold_uncertainty_score":0.6469954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056864119570249,"score_gpt":0.2886250063589801,"score_spread":0.2580563651632777,"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."}}