{"id":"W233072892","doi":"","title":"Thoughts on a Design Framework for System Integration","year":2007,"lang":"en","type":"article","venue":"Defense Technical Information Center (DTIC)","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interoperability; System integration; Computer science; Process (computing); Data integration; Software engineering; Knowledge management; Systems engineering; Data science; Engineering; World Wide Web; Database","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02672353,0.002162272,0.00115347,0.003392662,0.004192386,0.01292425,0.005380499,0.006609066,0.0105922],"category_scores_gemma":[0.01344341,0.001662287,0.003220145,0.002170704,0.01336969,0.01393843,0.00626869,0.005834789,0.003417378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006758983,"about_ca_system_score_gemma":0.008836018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005985315,"about_ca_topic_score_gemma":0.003937718,"domain_scores_codex":[0.9834813,0.008680599,0.001171157,0.001431418,0.004104082,0.001131389],"domain_scores_gemma":[0.9929966,0.003176721,0.0004825691,0.0009337359,0.001817109,0.0005931531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004869276,0.00001723268,0.00008576425,0.0001049264,0.00001374085,0.0000901701,0.0008355005,0.003877476,0.0001541329,0.9856197,0.002045599,0.007150935],"study_design_scores_gemma":[0.000044442,0.00008534804,0.00009203092,0.0003653345,0.00003730497,0.0002675372,0.0008792017,0.02074078,0.000499424,0.8133467,0.1636026,0.00003923182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001121097,0.001120177,0.9396995,0.01090018,0.0003541525,0.0004793702,0.00005506019,0.0005437009,0.04572676],"genre_scores_gemma":[0.0714791,0.001761583,0.9028202,0.002771216,0.0004822105,0.002949726,0.0002083563,0.0003430722,0.01718458],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02672353,"threshold_uncertainty_score":0.1413292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2024439345430007,"score_gpt":0.4178670335534149,"score_spread":0.2154230990104143,"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."}}