{"id":"W2756651861","doi":"10.15353/joci.v13i2.3308","title":"Platform communities: a new frontier for Community Informatics?","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frontier; Informatics; Data science; Library science; Sociology; Political science; Regional science; Computer science; World Wide Web; Geography; Archaeology","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":[0.01043514,0.002645516,0.00302424,0.002902301,0.004874356,0.01036677,0.003845308,0.02510441,0.007271419],"category_scores_gemma":[0.02911632,0.001218189,0.003096074,0.001303593,0.005285346,0.007142512,0.002756174,0.03381213,0.005881735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002853591,"about_ca_system_score_gemma":0.004697717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106446,"about_ca_topic_score_gemma":0.005439133,"domain_scores_codex":[0.9934601,0.0009653884,0.0008137592,0.0008609727,0.003228115,0.0006716565],"domain_scores_gemma":[0.9648109,0.01338641,0.001831508,0.001168843,0.01323702,0.005565342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002293023,0.00001502319,0.00004018625,0.0001292798,0.00001616803,0.00008670963,0.00002202463,0.0000156263,0.00005338145,0.0007224876,0.9941651,0.004711099],"study_design_scores_gemma":[0.00004658797,0.00004062971,0.0005351751,0.000530429,0.00005523016,0.0002434477,0.0001312925,0.000214973,0.0001446868,0.002991335,0.9950329,0.00003323911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0000522456,0.003459051,0.0001811145,0.08450227,0.9110311,0.00001862217,0.00002699029,0.00004270119,0.0006859968],"genre_scores_gemma":[0.0006144873,0.002934556,0.0001656191,0.03987043,0.9521471,0.00003014975,0.00002002619,0.00002507251,0.004192546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02510441,"threshold_uncertainty_score":0.05518693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05025467438980999,"score_gpt":0.2896738161504835,"score_spread":0.2394191417606735,"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."}}