{"id":"W2794644654","doi":"10.15353/joci.v13i3.3359","title":"Editorial: Michael Gurstein and the future of Community Informatics","year":2018,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Informatics; Library science; Political science; Computer science; Law","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":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02838589,0.0005813709,0.001359777,0.0004354925,0.002567423,0.0005706688,0.01744019,0.0008759369,0.000003495999],"category_scores_gemma":[0.003095407,0.0003290112,0.0002858205,0.0006102405,0.002402694,0.001815262,0.006570537,0.01347925,0.0000106325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001799944,"about_ca_system_score_gemma":0.001195035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004034518,"about_ca_topic_score_gemma":0.0001420303,"domain_scores_codex":[0.9866773,0.006889645,0.003464387,0.00001299498,0.002492308,0.0004633511],"domain_scores_gemma":[0.9643651,0.02041238,0.006592009,0.004489766,0.004011198,0.000129533],"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":[0.00009774875,0.00004487542,5.996075e-7,0.0004363653,0.0001716158,3.979062e-8,0.3696954,0.00002396224,2.715306e-7,0.0007910056,0.6276379,0.001100245],"study_design_scores_gemma":[0.001836434,0.0005411832,0.000009198141,0.0006748977,0.0001876043,0.00008191682,0.2045182,0.000326653,0.00002940919,0.01030022,0.7811885,0.0003057462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01000379,0.0007770057,0.0104456,0.001001374,0.9755137,0.0003818033,0.00005925964,0.00005688074,0.001760566],"genre_scores_gemma":[0.005237334,0.005789858,0.009147501,0.0008548583,0.9787602,0.000006071509,0.00005813047,0.00005427569,0.00009176283],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1651772,"threshold_uncertainty_score":0.9999162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536316614975639,"score_gpt":0.2644954098001258,"score_spread":0.2491322436503694,"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."}}