{"id":"W1648068119","doi":"10.15353/joci.v11i2.2837","title":"CI 101: Community Informatics as General Education","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Notional amount; General education; Informatics; The arts; Set (abstract data type); Order (exchange); Computer science; Engineering ethics; Pedagogy; Sociology; Mathematics education; Knowledge management; Political science; Engineering; Psychology; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.004458517,0.0006121492,0.0003550718,0.003069268,0.005324616,0.0106564,0.001904635,0.004806155,0.004788338],"category_scores_gemma":[0.006432023,0.0002284727,0.0003978936,0.003267698,0.03211224,0.0115223,0.00830335,0.00726448,0.0006939201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007361315,"about_ca_system_score_gemma":0.007385917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009052115,"about_ca_topic_score_gemma":0.007121479,"domain_scores_codex":[0.9953478,0.002091071,0.000199277,0.0004920329,0.001060948,0.0008089475],"domain_scores_gemma":[0.9956202,0.001387354,0.0003891654,0.0006254151,0.0006933087,0.001284645],"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":[0.000008615203,0.00002086671,0.0004590225,0.00005207473,0.000001142356,0.00006117656,0.004642152,0.0001362832,0.0001543176,0.9845524,0.001866841,0.008045082],"study_design_scores_gemma":[0.00002527199,0.0001430241,0.002952063,0.0004345241,0.000009534716,0.0008529293,0.02162896,0.002097902,0.0004296326,0.6398521,0.3315072,0.00006688831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05356038,0.004437462,0.08027562,0.03176381,0.001819898,0.0005706485,0.00009986641,0.0003704608,0.8271019],"genre_scores_gemma":[0.9600044,0.001954961,0.01363559,0.004270101,0.0003909978,0.0004273154,0.0001076921,0.00006454082,0.01914429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0106564,"threshold_uncertainty_score":0.05341029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05273688088395915,"score_gpt":0.3043855591587294,"score_spread":0.2516486782747702,"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."}}