{"id":"W2006870009","doi":"10.1145/1808920.1808934","title":"What is trust in a recommender for software development?","year":2010,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Recommender system; Computer science; Position paper; Software; Software development; World Wide Web; Position (finance); Software engineering; Knowledge management; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000375058,0.00008854646,0.00008856732,0.0001587501,0.00004569613,0.0002739863,0.0007040393,0.0000680804,0.000115312],"category_scores_gemma":[0.0003396161,0.000081617,0.00002582672,0.0002897091,0.00001099331,0.0007504284,0.0002006221,0.0001980447,0.00006933764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000036086,"about_ca_system_score_gemma":0.0001142308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007985346,"about_ca_topic_score_gemma":0.00005722971,"domain_scores_codex":[0.9990667,0.00000667906,0.0001403716,0.0002889311,0.0001707564,0.0003265245],"domain_scores_gemma":[0.9989152,0.0005447545,0.00001315951,0.0003852172,0.00006135008,0.00008031659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006977019,0.0001159736,0.05270168,0.00006475994,0.00002048988,0.000009812647,0.004297209,0.00001990412,0.000451641,0.004638867,0.02390121,0.9137715],"study_design_scores_gemma":[0.003251256,0.0001505347,0.1529921,0.0001414047,0.000002755741,0.00004734896,0.0003029332,0.04826296,0.0602119,0.0121504,0.7209494,0.001537086],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05929377,0.00003900595,0.9365949,0.002174044,0.001193054,0.000264964,4.752968e-7,0.0003524317,0.00008737657],"genre_scores_gemma":[0.08224843,0.000008365045,0.914441,0.0007537669,0.00004086551,0.0001428153,0.000002009174,0.00001577964,0.002346982],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9122344,"threshold_uncertainty_score":0.3328245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272711915748344,"score_gpt":0.2916732873601709,"score_spread":0.2644020957853365,"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."}}