{"id":"W2162557972","doi":"10.1109/hicss.2008.458","title":"Towards a Belief-Theoretic Model for Collaborative Conceptual Model Development","year":2008,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Construct (python library); Computer science; Conceptual model; Negotiation; Domain (mathematical analysis); Reliability (semiconductor); Focus (optics); Conceptual framework; Management science; Knowledge management; Data science; Epistemology; Engineering; Mathematics; Sociology","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":[0.0001398639,0.0002352597,0.0002319031,0.0001009414,0.000370084,0.00005280485,0.0009676209,0.00008056575,0.000009884368],"category_scores_gemma":[0.000006962666,0.0001887216,0.00006536325,0.0004327873,0.0001097874,0.00032938,0.0002960156,0.00009307831,0.0000224986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004737289,"about_ca_system_score_gemma":0.0009239397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001213917,"about_ca_topic_score_gemma":0.00008613845,"domain_scores_codex":[0.998392,0.00002656229,0.0002945017,0.0005182964,0.0003489399,0.0004196786],"domain_scores_gemma":[0.9989135,0.00007231204,0.00007857948,0.0004197335,0.0003578536,0.0001580323],"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":[0.00003827996,0.0001058137,0.00001756617,0.00002805943,0.00004349047,0.000004654392,0.08829259,0.0885509,0.0002312757,0.8178476,0.0007958173,0.004043965],"study_design_scores_gemma":[0.0006460009,0.00007450971,0.00001685,0.000008382429,0.000005582556,0.000008822722,0.0004299506,0.9625406,0.007020022,0.02695025,0.002014913,0.0002841244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02788959,0.00006790725,0.9601286,0.0009418297,0.00009566412,0.0005829048,0.00001118417,0.0002420472,0.01004024],"genre_scores_gemma":[0.4970661,0.000006742181,0.4988489,0.003160437,0.00002691184,0.0001658614,0.000009115469,0.0000118768,0.0007039821],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8739897,"threshold_uncertainty_score":0.7695845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253917584214427,"score_gpt":0.2468468256772094,"score_spread":0.2143076498350651,"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."}}