{"id":"W2160017875","doi":"10.1109/coginf.2002.1039317","title":"A framework for object identification and refinement process in object-oriented analysis and design","year":2003,"lang":"en","type":"article","venue":"","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Object-oriented design; Identification (biology); Software engineering; Object-oriented analysis and design; Object (grammar); Object-oriented programming; Method; Programming language; Software; Process (computing); Software development; Formal specification; Notation; Systems engineering; Unified Modeling Language; Artificial intelligence; Engineering","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":[0.0005489751,0.0001041179,0.0001548226,0.0003092621,0.00004495588,0.00008810352,0.0001535954,0.00006247036,0.000002464323],"category_scores_gemma":[0.00007037309,0.00009817664,0.00002508554,0.0009736351,0.00001692755,0.0001958398,0.00003440813,0.00006602156,3.094792e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003206094,"about_ca_system_score_gemma":0.00002458662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001476192,"about_ca_topic_score_gemma":0.00001075496,"domain_scores_codex":[0.9990833,0.00004271414,0.0002092774,0.000382168,0.0001250508,0.0001574844],"domain_scores_gemma":[0.9994041,0.0001108623,0.00005471033,0.000312044,0.00007335334,0.00004489521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001323457,0.0001059759,0.01065608,0.0001022582,0.0001240586,0.000002821052,0.003024046,0.00414831,0.0006252568,0.9549756,0.000085653,0.02613673],"study_design_scores_gemma":[0.0005625067,0.0002121313,0.01809032,0.00008416882,0.0001191398,0.000007388738,0.00004133398,0.8439826,0.04996303,0.08471113,0.001651017,0.0005752086],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01331068,0.00007401577,0.9858416,0.00007788677,0.00002718765,0.0004135375,8.163303e-7,0.0002384689,0.00001576842],"genre_scores_gemma":[0.3999405,0.00001264474,0.5998427,0.00002203221,0.000002212883,0.0001505448,0.000001037332,0.000004006205,0.00002431958],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8702645,"threshold_uncertainty_score":0.4003527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070358899411495,"score_gpt":0.2868003619944647,"score_spread":0.2660967730003497,"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."}}