{"id":"W2024645433","doi":"10.1145/965660.965671","title":"JRefleX","year":2003,"lang":"en","type":"article","venue":"","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Software project management; Team software process; Software development process; Eclipse; Computer science; Personal software process; Software development; Software engineering; Task (project management); Process (computing); Engineering management; Process management; Project management; Software Engineering Process Group; Software; Systems engineering; Engineering; Software construction","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":[0.0001014479,0.0000526737,0.00004720017,0.00003728885,0.00001829193,0.00003280945,0.0003299633,0.00002423356,0.00003926854],"category_scores_gemma":[0.000003502194,0.00004639521,0.00002046513,0.0001300921,0.000006015525,0.0001591504,0.00004539933,0.00004358425,0.0000709079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001391543,"about_ca_system_score_gemma":0.00001349402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002616754,"about_ca_topic_score_gemma":3.206734e-7,"domain_scores_codex":[0.9995831,0.00001263385,0.00006162273,0.0001379661,0.00008726648,0.0001173703],"domain_scores_gemma":[0.9995381,0.00000999135,0.000008787928,0.0003845003,0.00001923576,0.00003937447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.522142e-8,0.000005257412,0.00005847208,8.858432e-7,0.000001028547,0.00000202939,0.00002087244,0.00004428784,0.0001510293,0.9814401,0.001746823,0.01652922],"study_design_scores_gemma":[0.00006289096,0.00002632683,0.0001782128,0.000003935052,6.237747e-7,0.00001865468,2.915957e-7,0.01906466,0.02936418,0.02047168,0.930648,0.0001605636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000239017,0.00001687165,0.9709226,0.00007903751,0.00008998444,0.00003686182,5.839144e-8,0.001425662,0.02718983],"genre_scores_gemma":[0.123371,0.000001991135,0.8754821,0.0001502776,0.000005145113,0.000006670718,7.678017e-8,0.00000375824,0.0009789618],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9609684,"threshold_uncertainty_score":0.1891942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128550941284999,"score_gpt":0.2259226583427044,"score_spread":0.2146371489298544,"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."}}