{"id":"W4416193770","doi":"10.18357/anthropologica67120252710","title":"Contested Waters: Political Ontologies of Water and the Production of Risk in First Nations Water Systems","year":2025,"lang":"en","type":"article","venue":"Anthropologica","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Indigenous; Blame; State (computer science); Politics; Normative; Water quality; Ethnography; Colonialism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003118695,0.0002640354,0.0002156568,0.002103807,0.0117466,0.008807644,0.0009368351,0.000917043,0.001902809],"category_scores_gemma":[0.004569971,0.0001863059,0.0002101951,0.002219161,0.05064022,0.003477044,0.004408259,0.001511415,0.00006791348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04760259,"about_ca_system_score_gemma":0.03966117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.828055,"about_ca_topic_score_gemma":0.8822631,"domain_scores_codex":[0.9972489,0.001497769,0.00006718628,0.000190218,0.0005076724,0.000488212],"domain_scores_gemma":[0.997874,0.000987776,0.0003450869,0.0001594129,0.0003777533,0.0002559185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001949089,0.00001338043,0.00898653,0.00005005973,0.00001018575,0.0002108169,0.3806645,0.0006199745,0.0004455404,0.5958295,0.0008831351,0.01226685],"study_design_scores_gemma":[0.0000124926,0.00001901221,0.02729777,0.0002306975,0.00002920706,0.0001857446,0.6727148,0.00192114,0.0005242011,0.2090479,0.08794904,0.00006798036],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6986891,0.002067005,0.01028098,0.01525865,0.00005216436,0.0000657716,0.00009335735,0.00003175803,0.2734613],"genre_scores_gemma":[0.9981617,0.0001612792,0.0004141962,0.00007835451,0.000002790098,0.000005069024,0.000006321029,0.000005056293,0.001165329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.171945,"threshold_uncertainty_score":0.3459151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137700815803455,"score_gpt":0.2909266428821081,"score_spread":0.2771565613017626,"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."}}