{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006573072,0.0000433046,0.00007950557,0.00004095064,0.0001368355,0.00002658755,0.0004373792,0.00003117124,0.3270309],"category_scores_gemma":[0.0001761602,0.00004294032,0.0000341067,0.0002257349,0.00001173854,0.0002565586,0.0002216378,0.0001206808,0.00007191004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006391556,"about_ca_system_score_gemma":0.0001068512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003358949,"about_ca_topic_score_gemma":0.0004050055,"domain_scores_codex":[0.9993072,0.00005838785,0.0001046455,0.0001065677,0.0002647796,0.000158413],"domain_scores_gemma":[0.9997525,0.00003303257,0.00007801361,0.00008208147,0.00002612243,0.00002829064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001136929,0.00002362507,0.0686736,0.00002573053,0.000006714537,0.000021829,0.0197547,0.0004177562,0.00002795675,0.0001311746,0.9091586,0.001746955],"study_design_scores_gemma":[0.0001837991,0.00002088056,0.09603495,0.00008461578,0.000001312873,3.302198e-7,0.001908153,0.000007883888,0.0005133004,0.0004104683,0.9007458,0.00008849116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7888866,0.0001136858,1.808653e-7,0.001127859,0.0004121443,0.0003966451,0.1131655,0.00006776003,0.09582958],"genre_scores_gemma":[0.995912,0.000002261977,0.00001139341,0.0002678596,0.00006045272,0.0000423079,0.00281537,0.000004869097,0.0008834768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.326959,"threshold_uncertainty_score":0.6735843,"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."}}