{"id":"W4404201151","doi":"10.15353/joci.v20i2.6111","title":"Mundane Technologies and Community Informatics","year":2024,"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":"Informatics; Engineering ethics; Sociology; Political science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004693037,0.0004823253,0.0004225604,0.003161381,0.01133301,0.01361987,0.00120519,0.002623872,0.007195992],"category_scores_gemma":[0.006674692,0.0002844726,0.0004287437,0.002723542,0.04473513,0.01591701,0.01962666,0.003346092,0.0006960462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004718286,"about_ca_system_score_gemma":0.005435361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002827205,"about_ca_topic_score_gemma":0.002944219,"domain_scores_codex":[0.9935209,0.004270203,0.0001818573,0.0005872591,0.000832467,0.0006072833],"domain_scores_gemma":[0.9946135,0.003070413,0.0004959611,0.0006915385,0.0003270733,0.0008014087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006686506,0.00001734202,0.0004520927,0.00008037422,0.000003898238,0.000113277,0.03636407,0.0001430293,0.0001339306,0.9492869,0.001135342,0.01226312],"study_design_scores_gemma":[0.00001222291,0.00003972168,0.0006729249,0.000314252,0.000006440664,0.0004395344,0.06569672,0.0006181599,0.0003085133,0.707481,0.2243822,0.00002825098],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1671803,0.02565062,0.09855764,0.06419466,0.00150823,0.0002484406,0.00009013467,0.0003000182,0.6422699],"genre_scores_gemma":[0.9680577,0.005603072,0.01165648,0.00174759,0.0002858067,0.0001940911,0.00004443754,0.00006671208,0.01234413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.988667,"threshold_uncertainty_score":0.03423375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216797349524425,"score_gpt":0.2801898855780149,"score_spread":0.2380219120827706,"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."}}