{"id":"W4402929883","doi":"10.1021/acsestwater.4c00582","title":"Access to Water Service Modalities in Rural Alaska: Understanding Community Experiences and Perceptions","year":2024,"lang":"en","type":"article","venue":"ACS ES&T Water","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Modalities; Perception; Service (business); Geography; Business; Sociology; Psychology; Marketing; Social science","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":[0.001312153,0.0002870965,0.0003568636,0.0007623753,0.004945556,0.002319901,0.0005128877,0.0007487839,0.002438135],"category_scores_gemma":[0.002358581,0.0002898797,0.0001880192,0.0007960325,0.003880858,0.001945952,0.003600858,0.0008637444,0.0001430176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526684,"about_ca_system_score_gemma":0.001879183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05823191,"about_ca_topic_score_gemma":0.09536418,"domain_scores_codex":[0.9991091,0.0004637162,0.00003990078,0.00008059487,0.00009334895,0.000213357],"domain_scores_gemma":[0.9987727,0.0005934449,0.0001743507,0.00003408486,0.0001221961,0.0003033579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002146299,0.00003843651,0.01876581,0.00005400882,0.000005670814,0.0006293554,0.9761342,0.00004112365,0.0007260279,0.0003536438,0.0001337815,0.003096647],"study_design_scores_gemma":[4.662979e-7,0.00001626719,0.005758788,0.00002569316,0.000002448722,0.00006344421,0.9931557,0.00002113927,0.00003576519,0.000068871,0.0008467946,0.000004497734],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975974,0.0001121748,0.00007550494,0.0001789408,0.00000464276,0.000005058342,0.000009418934,0.000001795315,0.002015008],"genre_scores_gemma":[0.999067,0.0002275196,0.00006494149,0.00005467276,0.000002128823,0.000008299202,0.000009270179,0.000001581521,0.0005645996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05823191,"threshold_uncertainty_score":0.115786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131578978884455,"score_gpt":0.4107398589771263,"score_spread":0.2791608800926713,"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."}}