{"id":"W2099901245","doi":"10.1109/wcre.2008.15","title":"Retrieving Task-Related Clusters from Change History","year":2008,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Task (project management); Software maintenance; Software; Source code; Software system; Software engineering; Data science; Programming language; Engineering; Systems engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001955563,0.001407186,0.001399555,0.02096241,0.001271582,0.002717101,0.001455729,0.001257012,0.002118639],"category_scores_gemma":[0.02982347,0.000824699,0.0009628458,0.01412642,0.0005535173,0.004716914,0.002098116,0.001253777,0.001646959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389853,"about_ca_system_score_gemma":0.002446252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02969689,"about_ca_topic_score_gemma":0.03722609,"domain_scores_codex":[0.9981364,0.0002402673,0.000230845,0.000635902,0.0005760675,0.0001805723],"domain_scores_gemma":[0.9763047,0.01002131,0.003496818,0.003896345,0.005133324,0.001147472],"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":[0.001007343,0.0005503828,0.3590477,0.001089086,0.0003016531,0.0009780775,0.008422933,0.01337236,0.01433617,0.003016808,0.01592194,0.5819556],"study_design_scores_gemma":[0.0001705586,0.0009039877,0.6897707,0.0005801722,0.0007353281,0.001829024,0.009664152,0.19683,0.02421091,0.0242222,0.05054667,0.0005362513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8325198,0.002870818,0.128666,0.0008587259,0.0001617711,0.001014725,0.01920256,0.007123703,0.007581878],"genre_scores_gemma":[0.8313597,0.001019864,0.1326722,0.0001145292,0.00009692401,0.0004421452,0.03061786,0.0008370976,0.00283976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02969689,"threshold_uncertainty_score":0.05904806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05401685614114267,"score_gpt":0.2310298619766138,"score_spread":0.1770130058354711,"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."}}