{"id":"W2623394530","doi":"","title":"Improving community awareness in software forges by semantical aggregation of tools feeds","year":2008,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Software Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"Software; Computer science; Software engineering; Human–computer interaction; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008690577,0.0007831521,0.0009202614,0.00829656,0.001589675,0.004271292,0.001045398,0.0009943239,0.0008094569],"category_scores_gemma":[0.02306501,0.0009057951,0.0006641564,0.007874136,0.001232105,0.009655851,0.00588265,0.001577447,0.0002961268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009297418,"about_ca_system_score_gemma":0.001855381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006566731,"about_ca_topic_score_gemma":0.007876972,"domain_scores_codex":[0.9943113,0.002148796,0.0004561699,0.001169258,0.001654771,0.0002595772],"domain_scores_gemma":[0.9772577,0.01142436,0.002287559,0.005603743,0.002478742,0.0009478637],"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":[0.001136744,0.001116045,0.1033701,0.001241853,0.0004152668,0.00112698,0.04064583,0.0295189,0.05692006,0.03530433,0.00667208,0.7225319],"study_design_scores_gemma":[0.0001968853,0.0005691542,0.1589453,0.0005733665,0.0005758994,0.001266651,0.02750073,0.4349267,0.1153681,0.1635036,0.09611613,0.0004573264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.36303,0.000360002,0.6191204,0.00087154,0.00004976218,0.0004727213,0.001730268,0.008756228,0.005609011],"genre_scores_gemma":[0.6720332,0.0002891639,0.3215992,0.00006910558,0.00004090222,0.0002313308,0.003694795,0.0006773811,0.0013648],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008690577,"threshold_uncertainty_score":0.04596072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460384463207208,"score_gpt":0.2542580714032772,"score_spread":0.2296542267712051,"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."}}