{"id":"W4404523108","doi":"10.5070/p540263635","title":"International Workshop on Indigenous Communities and Government Partnerships for Protected Area Management: Workshop Summary Report","year":2024,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Government (linguistics); Environmental planning; Political science; Environmental resource management; Geography; Business; Ecology; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005543544,0.0002191524,0.0001491376,0.00007500561,0.0004555099,0.0002544247,0.0003719136,0.00008782404,0.0003816757],"category_scores_gemma":[0.0000329514,0.000199101,0.00009364406,0.0001931315,0.000167026,0.0001581494,0.0006938832,0.0001978063,0.00004425314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003869168,"about_ca_system_score_gemma":0.000007209079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008524709,"about_ca_topic_score_gemma":0.0004075324,"domain_scores_codex":[0.998275,0.00005944774,0.0002623574,0.0003893396,0.0006232792,0.0003906143],"domain_scores_gemma":[0.999248,0.0001990128,0.00008650702,0.0003616,0.000009968888,0.00009489708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009552137,0.0007129023,0.5988942,0.0006767929,0.001282609,0.0007005828,0.01544808,0.001324652,0.00007591147,0.001469086,0.07802347,0.3004365],"study_design_scores_gemma":[0.0006048959,0.0001065421,0.07045223,0.0003814739,0.0001209739,0.00002648291,0.02249524,0.002785142,0.00007853473,0.0008624987,0.9016172,0.0004687959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7829515,0.0005658582,0.007900511,0.01882437,0.001641016,0.004456077,0.0002168177,0.0005037656,0.1829401],"genre_scores_gemma":[0.9767924,0.0002345565,0.0006038769,0.0007007092,0.0000662928,0.0003023169,0.000167727,0.00002496569,0.02110714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8235937,"threshold_uncertainty_score":0.8119105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03909303561338909,"score_gpt":0.250438334676162,"score_spread":0.2113452990627729,"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."}}