{"id":"W4225725441","doi":"10.1002/awwa.1885","title":"Atlantic First Nations Water Authority: A Utility Created by and to Serve First Nations","year":2022,"lang":"en","type":"article","venue":"American Water Works Association","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Wastewater; Water industry; Business; Water utility; Water trading; Service (business); Service provider; Water sector; Water supply; Public administration; Environmental planning; Political science; Engineering; Water resources; Geography; Environmental engineering; Marketing; Water conservation; Ecology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001504675,0.000140598,0.0002179916,0.0002690483,0.02291452,0.0001994137,0.0002013229,0.00008592325,0.0005161591],"category_scores_gemma":[0.00007242525,0.0001113019,0.00005699987,0.0009636817,0.000113898,0.0002672554,0.0000154209,0.0001937235,0.00007078886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552048,"about_ca_system_score_gemma":0.0006417981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3372433,"about_ca_topic_score_gemma":0.8967906,"domain_scores_codex":[0.9974927,0.0005566132,0.0003138394,0.0003612821,0.0005919782,0.000683557],"domain_scores_gemma":[0.9987373,0.0004832572,0.0001574094,0.0001652674,0.0002532058,0.0002035049],"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":[0.00002803696,0.0004552426,0.1404682,0.00003241656,0.0001108901,0.000001618944,0.8465236,0.0001423555,0.00001188801,0.004932068,0.006979122,0.000314587],"study_design_scores_gemma":[0.0001814493,0.00008151526,0.009947611,0.00001560285,0.00004269814,6.737234e-7,0.009881056,0.00007852382,0.00007329079,0.0002902006,0.9791622,0.0002452249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958675,0.00003794029,0.0001173003,0.02503647,0.0005782747,0.0009241054,0.00007193055,0.0001546314,0.0144043],"genre_scores_gemma":[0.981642,0.0006469992,0.00008602147,0.0001753368,0.0002006315,0.00008307147,0.0004781011,0.00001780028,0.01667003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.972183,"threshold_uncertainty_score":0.9783575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008066700801674617,"score_gpt":0.2627654750978747,"score_spread":0.2546987742962001,"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."}}