{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012755,0.0003536513,0.001124354,0.001756107,0.002434388,0.006722057,0.00103064,0.003734643,0.002905244],"category_scores_gemma":[0.1166658,0.0006470609,0.0006669276,0.001983066,0.002971196,0.0134566,0.001543,0.002431294,0.0007546713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003996583,"about_ca_system_score_gemma":0.002205654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01725812,"about_ca_topic_score_gemma":0.01139593,"domain_scores_codex":[0.9897178,0.005405639,0.0008445631,0.0009600361,0.002262482,0.00080944],"domain_scores_gemma":[0.8977989,0.06333645,0.013397,0.006077221,0.01504936,0.004341119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000936925,0.0008884263,0.3859003,0.001685447,0.001231233,0.001462853,0.02002816,0.01531779,0.004265017,0.1598332,0.01764114,0.3908094],"study_design_scores_gemma":[0.0003334423,0.001846806,0.2137427,0.001542146,0.00140768,0.002524332,0.02923212,0.1979639,0.006002275,0.484319,0.06038824,0.0006973955],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6780911,0.008188853,0.1561171,0.08195592,0.0006226994,0.0002598341,0.0004138504,0.0004546509,0.07389612],"genre_scores_gemma":[0.9901669,0.0007963215,0.007283295,0.0003588978,0.0001064115,0.00001935732,0.00005001972,0.00002034435,0.001198429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01725812,"threshold_uncertainty_score":0.06745565,"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."}}