{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00554509,0.0002892159,0.0005153219,0.0002294439,0.006019244,0.001018601,0.01479026,0.0001265149,0.000008837439],"category_scores_gemma":[0.0001528939,0.0001895993,0.0002323278,0.0001612519,0.0002495716,0.004453869,0.002559961,0.002797023,0.00001698653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006773585,"about_ca_system_score_gemma":0.0002998197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002663448,"about_ca_topic_score_gemma":0.001647298,"domain_scores_codex":[0.997035,0.0005298488,0.001453793,0.000008238657,0.0005562396,0.0004168459],"domain_scores_gemma":[0.9900644,0.002179811,0.002834795,0.004062823,0.0006349732,0.0002232446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001103084,0.0001330443,0.0001549608,0.000280745,0.0001922825,1.304028e-7,0.9539014,0.0007629041,0.000006135273,0.004000143,0.005498431,0.03495959],"study_design_scores_gemma":[0.003476848,0.0013073,0.002709232,0.0005087581,0.0001772133,0.0003751166,0.8430946,0.02167892,0.0005541538,0.04949058,0.07613004,0.0004972147],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5795466,0.0000681548,0.4097151,0.001546001,0.0005773704,0.0002986058,0.00001416877,0.00005037018,0.008183636],"genre_scores_gemma":[0.9616796,0.0001357608,0.03265834,0.005284213,0.0001348635,0.000003614188,0.00001438291,0.0000164452,0.00007280005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3821329,"threshold_uncertainty_score":0.9995036,"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."}}