{"id":"W3093544936","doi":"10.3390/w12112957","title":"Moving towards Effective First Nations’ Source Water Protection: Barriers, Opportunities, and a Framework","year":2020,"lang":"en","type":"article","venue":"Water","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Ontario; Royal Bank of Canada","keywords":"Indigenous; General partnership; Focus group; Government (linguistics); Environmental planning; Jurisdiction; Political science; Environmental resource management; Qualitative research; Business; Public administration; Geography; Sociology; Law; Environmental science; Ecology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0004218311,0.00009932125,0.0001131403,0.00006035973,0.007657688,0.0001264556,0.00009631648,0.0001460856,0.0007094858],"category_scores_gemma":[0.00002609323,0.00005957801,0.00003151942,0.00008715213,0.0001737651,0.0002235287,0.000004657334,0.0001711094,0.00008145304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094815,"about_ca_system_score_gemma":0.0009363905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02665314,"about_ca_topic_score_gemma":0.0716632,"domain_scores_codex":[0.9988717,0.0001946594,0.0001358531,0.0002127008,0.0002067104,0.0003783115],"domain_scores_gemma":[0.9994569,0.00005267733,0.00002423926,0.00008188435,0.00009970974,0.0002845853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001373208,0.00001168864,0.0001468035,0.0001014272,0.00001656847,0.000002976854,0.9868383,0.000005012009,0.000009280175,0.01195366,0.00009693409,0.0008035995],"study_design_scores_gemma":[0.0000871279,0.0000574049,0.00006634017,0.0000321631,0.00001032541,0.000001761944,0.01156501,0.00002032754,0.001924276,0.001183511,0.984922,0.0001297878],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8531799,0.0001887651,0.003891262,0.05597235,0.001230511,0.002551876,0.000009569391,0.0003111284,0.08266465],"genre_scores_gemma":[0.9909299,0.000643454,0.0001680194,0.000472525,0.00115984,0.00004022563,0.000009688199,0.00001508416,0.006561289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.984825,"threshold_uncertainty_score":0.9936342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0255335071669676,"score_gpt":0.2651981961806937,"score_spread":0.2396646890137261,"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."}}