{"id":"W2941708765","doi":"10.15353/joci.v14i2-3.3415","title":"Developing a Framework for Sustainable Information and Communication Technology Platforms for Resource Scarce Rural Communities","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Sustainability; Government (linguistics); Business; Digital divide; Knowledge management; ICTS; Bridge (graph theory); Resource (disambiguation); Qualitative research; Public relations; Process management; Environmental resource management; Environmental planning; Political science; Computer science; Geography; Sociology; World Wide Web; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001787288,0.0001211613,0.0002033591,0.0002881185,0.001157223,0.0001309576,0.0007701694,0.0001286837,0.000001383379],"category_scores_gemma":[0.0003297861,0.00008726572,0.00003995424,0.0002130501,0.0003087444,0.001324263,0.0001879677,0.0006382845,0.000001364114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058801,"about_ca_system_score_gemma":0.00005210549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004032773,"about_ca_topic_score_gemma":0.00001902078,"domain_scores_codex":[0.9989874,0.00004642955,0.0006067898,0.00000128399,0.000103681,0.0002543721],"domain_scores_gemma":[0.9973096,0.001317633,0.0003413569,0.0004101005,0.0005861279,0.0000351437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001268084,0.000008165766,0.00009687909,0.0005818831,0.00009332601,3.183451e-9,0.8584244,0.00094145,0.000006163395,0.1293285,0.0021136,0.008278806],"study_design_scores_gemma":[0.0004111331,0.0002907777,0.0001172023,0.0002076063,0.00003641265,0.00007587914,0.8729337,0.002143207,0.0008258797,0.09070871,0.03214243,0.0001070274],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7678909,0.0001383875,0.2306582,0.0004952517,0.0000343118,0.0002504199,0.000007175503,0.00004892922,0.0004764769],"genre_scores_gemma":[0.990082,0.0003098586,0.009049497,0.0004671238,0.00004051593,0.000009684478,0.00001945113,0.00001185846,0.000009996081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221911,"threshold_uncertainty_score":0.8900538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354331822408168,"score_gpt":0.2815728822175112,"score_spread":0.2580295639934295,"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."}}