{"id":"W1801677945","doi":"","title":"A Community Informatics Model for e-Services in First Nations Communities: The K-Net Approach to Water Treatment in Northern Ontario","year":2009,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service delivery framework; Business; Information and Communications Technology; Service (business); The Internet; Internet access; Corporate governance; Telecommunications; Economic growth; Marketing; Computer science; Finance; Economics","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":[0.00144484,0.000330142,0.0001932281,0.0009510788,0.01104182,0.007454566,0.002035313,0.001902279,0.01085074],"category_scores_gemma":[0.002220413,0.0002558459,0.0004288913,0.001483004,0.006127879,0.003783879,0.004703405,0.00129793,0.0008833256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05770627,"about_ca_system_score_gemma":0.08417946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9214131,"about_ca_topic_score_gemma":0.9558943,"domain_scores_codex":[0.9983388,0.000598845,0.00003760595,0.0001585761,0.0002978707,0.0005682657],"domain_scores_gemma":[0.9988366,0.0002195225,0.00006264648,0.00006296963,0.0003334256,0.000484873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001898515,0.00048654,0.01919796,0.0003197652,0.00003712581,0.002874624,0.05343721,0.01733507,0.001067716,0.7727457,0.03453398,0.09777439],"study_design_scores_gemma":[0.0001891668,0.0002163889,0.01907129,0.0005913037,0.00006859037,0.0008606447,0.1701309,0.07045592,0.0008183356,0.1308326,0.6066216,0.000143249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2019769,0.001079573,0.04055719,0.04365262,0.0001716319,0.0009745154,0.0002954135,0.000323965,0.7109682],"genre_scores_gemma":[0.861571,0.0009449756,0.01847005,0.001202783,0.00003169457,0.0002842299,0.0001792417,0.00005704082,0.1172589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07858688,"threshold_uncertainty_score":0.4186903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501387267901104,"score_gpt":0.2334115003732566,"score_spread":0.2083976276942455,"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."}}