{"id":"W1649564521","doi":"10.15353/joci.v3i1.2383","title":"Towards Systems Design for Supporting Enabling Communities","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Knowledge management; Work (physics); Focus (optics); Virtual community; Computer science; Community engagement; Process management; Public relations; Business; Engineering; Political science; World Wide Web; The Internet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01432407,0.0001435974,0.0002691051,0.0002314123,0.0009616757,0.000255037,0.003573344,0.0000586466,0.000001352956],"category_scores_gemma":[0.0000668742,0.0000904365,0.00009715609,0.0003339399,0.00005871677,0.0009423479,0.0004635748,0.000880047,0.000002413862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004250357,"about_ca_system_score_gemma":0.0001317184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003458489,"about_ca_topic_score_gemma":0.00007286371,"domain_scores_codex":[0.9975497,0.0005520421,0.001145089,0.000006993868,0.0004048694,0.00034131],"domain_scores_gemma":[0.9938627,0.00340733,0.001236375,0.0007714968,0.000629072,0.00009296389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009799372,0.00007548754,0.00003725191,0.0003565642,0.0001175574,6.159444e-7,0.9377571,0.02461788,0.00009769452,0.008605754,0.0003164992,0.02791959],"study_design_scores_gemma":[0.0008337811,0.0007728901,0.000181421,0.0002948549,0.00007682076,0.0006439511,0.9197004,0.05688343,0.003565702,0.006301617,0.01050995,0.0002352088],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.251038,0.0001457483,0.7470335,0.0002936124,0.000327606,0.0001713754,0.000001480823,0.00003141951,0.0009571415],"genre_scores_gemma":[0.9686269,0.00004736584,0.02978497,0.001425427,0.00009710251,0.00000138109,0.000002369092,0.000007995232,0.000006447313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7175889,"threshold_uncertainty_score":0.7396529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05516320917638622,"score_gpt":0.3000257978974959,"score_spread":0.2448625887211097,"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."}}