{"id":"W6884408330","doi":"10.1021/acsestwater.2c00167.s001","title":"Drivers of Declining\\nWater Access in Alaska","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Government (linguistics); Service (business); Capital (architecture); Survey data collection; American Community Survey","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":[0.0003104953,0.00009308484,0.0001026315,0.0004752245,0.0006891894,0.0008612452,0.0003822241,0.0002256615,0.004797484],"category_scores_gemma":[0.001636055,0.0001033657,0.0001618642,0.0007909815,0.0004792502,0.0006700414,0.001242965,0.0004765199,0.0002634439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009670237,"about_ca_system_score_gemma":0.0008934069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1821289,"about_ca_topic_score_gemma":0.275022,"domain_scores_codex":[0.9998024,0.0000263328,0.00001913755,0.00005795325,0.00003956269,0.00005456294],"domain_scores_gemma":[0.9991973,0.00009874807,0.0003423782,0.00004236184,0.000129951,0.0001893244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002370474,0.00003364059,0.9844354,0.0000350704,0.00001800438,0.0002568524,0.00453368,0.0004339366,0.0002204371,0.000946998,0.0008385817,0.008223656],"study_design_scores_gemma":[7.143714e-7,0.00001449367,0.9868093,0.00005170793,0.000007712468,0.00009356768,0.01000857,0.0003310818,0.00005393383,0.000288724,0.002332751,0.000007564537],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946714,0.0001357499,0.0001019228,0.0002395193,0.000005992785,0.000004005281,0.0003303152,0.000008050373,0.004502975],"genre_scores_gemma":[0.998655,0.0001462709,0.0000597589,0.00002354259,0.000002763526,0.000003890245,0.0002155406,0.000002865654,0.0008905353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1821289,"threshold_uncertainty_score":0.3621376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05350783467853698,"score_gpt":0.3354557592277267,"score_spread":0.2819479245491897,"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."}}