{"id":"W2989754105","doi":"10.18584/iipj.2019.10.5.8502","title":"Planning Around Reserves: Probing the Inclusion of First Nations in Saskatchewan's Watershed Planning Framework","year":2019,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Australian Government","keywords":"Watershed; Inclusion (mineral); Dozen; Watershed management; Geography; Environmental planning; Environmental resource management; Sociology; Social science; Environmental science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002102401,0.0002002666,0.00035223,0.0008730579,0.008106624,0.00004164533,0.0008748458,0.0002814203,0.0003032713],"category_scores_gemma":[0.0009268636,0.0001449958,0.0001181381,0.0004605908,0.00007547616,0.0002438119,0.001053086,0.001715704,0.00007986405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577199,"about_ca_system_score_gemma":0.00130005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01049513,"about_ca_topic_score_gemma":0.02694591,"domain_scores_codex":[0.9967958,0.0003176607,0.001051532,0.0002213727,0.000539271,0.001074352],"domain_scores_gemma":[0.9963074,0.002096506,0.0007827596,0.0002419536,0.0004833809,0.00008799928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009985044,0.00007735693,0.4568454,0.00006249859,0.0001133446,0.00002744947,0.535742,0.00519204,0.00007818495,0.001503795,0.0001929013,0.00006515418],"study_design_scores_gemma":[0.002665357,0.0005223637,0.167649,0.003446183,0.00003529611,0.0002384995,0.7706419,0.0007861291,0.0001094854,0.02227151,0.03108672,0.000547591],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97715,0.0002620052,0.0002846982,0.00491969,0.001568628,0.0008736331,0.00002323593,0.00002392186,0.0148942],"genre_scores_gemma":[0.995809,0.000101267,0.0003855427,0.0007680258,0.001630538,0.00006119471,0.00001871675,0.00003412703,0.001191597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2891964,"threshold_uncertainty_score":0.996094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305832205422428,"score_gpt":0.4031668176996872,"score_spread":0.3601084956454629,"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."}}