{"id":"W195849850","doi":"10.17705/1jais.00268","title":"An Experimental Study of the Effects of Representing Property Precedence on the Comprehension of Conceptual Schemas","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Conceptual schema; Schema (genetic algorithms); Comprehension; Conceptual model; Domain model; Rule-based machine translation; Property (philosophy); Semantics (computer science); Natural language processing; Artificial intelligence; Domain knowledge; Programming language; Information retrieval; Psychology; Cognitive psychology; Epistemology","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":[0.001180059,0.00007861955,0.0002081211,0.00006703861,0.0001487637,0.00003313037,0.001008307,0.00004407171,5.12297e-7],"category_scores_gemma":[0.0001846154,0.00003181388,0.0001228406,0.0002873633,0.00002796723,0.0008628531,0.0001423336,0.0001194727,4.787649e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005419361,"about_ca_system_score_gemma":0.00004604379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001181214,"about_ca_topic_score_gemma":0.000005989354,"domain_scores_codex":[0.9978803,0.0003900391,0.0007976887,0.00005696521,0.0007850401,0.00009000481],"domain_scores_gemma":[0.9947887,0.0004106689,0.003635872,0.0004013234,0.0007425277,0.00002087387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003240977,0.001920893,0.09623952,0.0007516345,0.0006047486,1.821999e-7,0.7800483,0.007790451,0.07963812,0.0313309,0.0005593261,0.000791809],"study_design_scores_gemma":[0.003262808,0.00357587,0.07796367,0.001373836,0.0001110062,0.00001332925,0.103945,0.02055193,0.7877929,0.0001229398,0.001088306,0.0001983976],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964098,0.00002625843,0.0009694207,0.00007359649,0.001000461,0.0008923112,0.000002471939,0.000006417271,0.0006192015],"genre_scores_gemma":[0.9997286,7.947545e-7,0.0001338826,0.00006764566,0.00003554956,0.00001146513,3.054869e-7,0.000002701986,0.00001901896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7081548,"threshold_uncertainty_score":0.1873703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621664387973848,"score_gpt":0.2501005143663054,"score_spread":0.2238838704865669,"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."}}