{"id":"W1509123155","doi":"10.15353/joci.v9i1.3182","title":"Community Technology Project in Malaysia: Kedai.Kom","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Inclusion (mineral); Information and Communications Technology; Business; Social acceptance; Knowledge management; Public relations; Engineering; World Wide Web; Sociology; Political science; Computer science; Psychology; Social science","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":["open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01085678,0.0001924043,0.0003696646,0.0008245475,0.0009046472,0.0001092001,0.00757428,0.0001396591,0.000003646225],"category_scores_gemma":[0.0005926705,0.0001348616,0.00007076059,0.001283013,0.0003338927,0.002125404,0.002654265,0.005140276,0.00002404726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001788639,"about_ca_system_score_gemma":0.000231144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002390377,"about_ca_topic_score_gemma":0.00004824022,"domain_scores_codex":[0.9951145,0.00291232,0.001102585,0.000006537094,0.0004030988,0.0004609261],"domain_scores_gemma":[0.9951425,0.001598722,0.0008671989,0.001996331,0.000335679,0.00005963607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002929293,0.0005769973,0.005171702,0.000154361,0.0000834978,8.108884e-7,0.9639515,0.0005400084,0.00004256606,0.01494189,0.003646656,0.01086074],"study_design_scores_gemma":[0.001939916,0.001059603,0.02354122,0.0007893561,0.00006913608,0.003926704,0.8939492,0.00489214,0.003198139,0.04066506,0.02519748,0.0007720302],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638908,0.000219257,0.02762374,0.00177736,0.0003553015,0.0001595286,0.00000126034,0.00007279187,0.005899956],"genre_scores_gemma":[0.9805709,0.0001492043,0.01848676,0.0007248574,0.00002880477,0.000002989501,0.000001252062,0.000009342184,0.0000259367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07000226,"threshold_uncertainty_score":0.9977952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05539218342470598,"score_gpt":0.2991052518421934,"score_spread":0.2437130684174875,"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."}}