{"id":"W2075050074","doi":"10.1504/ijwbc.2005.006065","title":"Towards a formal data management strategy for a web-based community","year":2005,"lang":"en","type":"article","venue":"International Journal of Web Based Communities","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Computer science; Web application; Process management; Knowledge management; World Wide Web; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.002139909,0.0002209852,0.0002766715,0.00076322,0.0003005019,0.0004944247,0.0132094,0.00007690489,0.00003261175],"category_scores_gemma":[0.0001001081,0.0002072462,0.0001440148,0.0002517192,0.0001306022,0.001553964,0.002305779,0.0006970579,0.000009422293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002522409,"about_ca_system_score_gemma":0.0004416449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001020821,"about_ca_topic_score_gemma":0.0005889043,"domain_scores_codex":[0.9977473,0.000276853,0.000646426,0.0001246837,0.0008456507,0.000359061],"domain_scores_gemma":[0.9964548,0.0005765116,0.0003986648,0.001638478,0.0008315605,0.0001000145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006369262,0.001358784,0.0006061627,0.00009199202,0.0007961664,0.000102294,0.001148907,0.08799091,0.0002637105,0.06864795,0.06015702,0.7781992],"study_design_scores_gemma":[0.004543336,0.0007977408,0.001305526,0.0003970294,0.00004742745,0.00009424653,0.002165754,0.776516,0.001175053,0.005584703,0.2069558,0.0004174076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09662754,0.0002466982,0.8633274,0.03154688,0.001012124,0.0003927985,0.0003290893,0.0003559018,0.006161507],"genre_scores_gemma":[0.7926964,0.00002338682,0.2046135,0.00237398,0.0001482054,0.00002273474,0.00006116503,0.0000134749,0.00004724445],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7777818,"threshold_uncertainty_score":0.9921296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09044378607478219,"score_gpt":0.3322232905375959,"score_spread":0.2417795044628137,"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."}}