{"id":"W4254064458","doi":"10.1145/1227504.1227421","title":"DrProject","year":2007,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Software engineering; Software; World Wide Web; Multimedia; 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":[0.003840154,0.0006372751,0.0005468717,0.001573798,0.001410967,0.004665357,0.001621054,0.0008496637,0.1803209],"category_scores_gemma":[0.01008093,0.0006350611,0.0003864897,0.001660598,0.0004163383,0.004700297,0.005543292,0.001812576,0.1562349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006300528,"about_ca_system_score_gemma":0.002627611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082666,"about_ca_topic_score_gemma":0.001740764,"domain_scores_codex":[0.9972146,0.0006709749,0.0001702007,0.0004099272,0.001232435,0.0003019266],"domain_scores_gemma":[0.9914546,0.0009590376,0.0002796255,0.002360372,0.002806012,0.00214043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003723413,0.0003623064,0.00234533,0.0002713208,0.00001385932,0.0001659929,0.000723735,0.0002143798,0.003340401,0.01544571,0.6766481,0.3000965],"study_design_scores_gemma":[0.00005645957,0.0001079577,0.001242878,0.00004613377,0.000005928635,0.0002306548,0.0001776519,0.0006779159,0.001332204,0.003022971,0.99308,0.00001919914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.02077168,0.0008748468,0.1395237,0.003784946,0.001678424,0.001543393,0.01971432,0.1777015,0.6344071],"genre_scores_gemma":[0.08300093,0.001259433,0.1481163,0.00292151,0.000609283,0.001602706,0.08935563,0.03514479,0.6379894],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1803209,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547615213130803,"score_gpt":0.2689656342886264,"score_spread":0.2534894821573183,"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."}}