{"id":"W2592234658","doi":"10.1007/978-3-319-50161-1_9","title":"Going to the Well: Water as a Community Builder","year":2017,"lang":"en","type":"book-chapter","venue":"Water security in a new world","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Northwest Territories","funders":"","keywords":"Framing (construction); Water security; Stewardship (theology); Political science; Environmental planning; Environmental resource management; Public relations; Engineering ethics; Business; Engineering; Geography; Environmental science; Water resources; Ecology; Civil engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002186038,0.0005495287,0.0008906241,0.0002986463,0.007959778,0.00005724711,0.001318327,0.0005929528,0.008221259],"category_scores_gemma":[0.00004964332,0.00029549,0.0002025052,0.0000208113,0.0001335435,0.00007663141,0.003194198,0.00510105,0.04187644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005472313,"about_ca_system_score_gemma":0.0003162491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03896989,"about_ca_topic_score_gemma":0.825122,"domain_scores_codex":[0.9959329,0.000494207,0.0007971823,0.0004467109,0.0002696627,0.002059295],"domain_scores_gemma":[0.9973,0.0003040253,0.0001910965,0.001826489,0.0001485542,0.0002298789],"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":[0.0001987419,0.0000774922,0.001515215,0.0004328412,0.0002418159,0.0001270425,0.6150544,0.000005778224,0.00001164548,0.02077324,0.3612528,0.000308937],"study_design_scores_gemma":[0.0005497619,0.00009740859,0.0001203865,0.0004683184,0.00005363289,0.000004985635,0.001280667,0.000002134004,0.00003532133,0.03920314,0.9577613,0.0004229063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00824956,0.0002053865,0.000003017014,0.03065729,0.002549769,0.002602869,0.00003467759,0.00009218163,0.9556053],"genre_scores_gemma":[0.09859746,0.0001122228,0.00002378813,0.01135404,0.001308809,0.0001406657,0.00009790707,0.0001067718,0.8882583],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7861521,"threshold_uncertainty_score":0.9999497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05435086985788376,"score_gpt":0.3608305200236775,"score_spread":0.3064796501657937,"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."}}