{"id":"W3161017130","doi":"","title":"One Indigenous Community's Journey Towards Water Security: A Transdisciplinary Reflection on Drinking Water Advisories and Pathways Forward","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Reflection (computer programming); Water security; Environmental planning; Sociology; Political science; Geography; Environmental ethics; Computer science; Water resources; Ecology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00968501,0.0008692518,0.0009167744,0.001475639,0.04276756,0.00541494,0.003971079,0.003191874,0.003888447],"category_scores_gemma":[0.01121656,0.0007718572,0.000642522,0.001714999,0.0150586,0.005748529,0.01290241,0.007837921,0.0003705505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01478041,"about_ca_system_score_gemma":0.03046333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3802137,"about_ca_topic_score_gemma":0.5715101,"domain_scores_codex":[0.9917793,0.004583905,0.0002016551,0.0004620079,0.0008018451,0.002171282],"domain_scores_gemma":[0.9920051,0.002343648,0.0005546415,0.0002467493,0.001412744,0.003437267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003400965,0.00001322129,0.0004002446,0.00002751606,0.000001344909,0.0004542207,0.9970407,0.000005306604,0.000114119,0.0002770001,0.0003789635,0.001283992],"study_design_scores_gemma":[5.434374e-7,0.00001111832,0.0004252862,0.00003368155,0.000001408601,0.00006765737,0.9955259,0.000009632154,0.00001867555,0.00005420948,0.003847105,0.000004771488],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641565,0.001677525,0.0007290452,0.01804659,0.0003562821,0.0001933064,0.00005041247,0.00003809058,0.01475223],"genre_scores_gemma":[0.9822906,0.002435981,0.001285912,0.002868515,0.00007153884,0.0001437925,0.00003748254,0.00004283099,0.01082342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6197863,"threshold_uncertainty_score":0.7560013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02364586770123275,"score_gpt":0.2470628167939081,"score_spread":0.2234169490926754,"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."}}