{"id":"W4229739200","doi":"10.1007/978-0-387-39940-9_4055","title":"Wrapper Verification and Reinduction","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002363204,0.001386679,0.001690826,0.001577076,0.00143288,0.004057626,0.003070701,0.001442091,0.01734386],"category_scores_gemma":[0.01004703,0.001201974,0.002303315,0.001410624,0.003358635,0.00643434,0.005994647,0.003200175,0.00828215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439412,"about_ca_system_score_gemma":0.001625964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635667,"about_ca_topic_score_gemma":0.001471174,"domain_scores_codex":[0.9966753,0.0006249969,0.0002682869,0.0007228351,0.001392014,0.0003165998],"domain_scores_gemma":[0.9956183,0.001569947,0.0001193758,0.001873493,0.0007554191,0.00006336252],"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":[0.000126343,0.00008249836,0.0003128218,0.0004275803,0.00003937449,0.0003958441,0.000405643,0.01145787,0.004955114,0.7100988,0.01790334,0.2537947],"study_design_scores_gemma":[0.00003263378,0.00004379711,0.000138411,0.0002825925,0.00006850169,0.0005113342,0.00009051747,0.04316463,0.02327725,0.8097038,0.1226319,0.00005470521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.005125971,0.001620321,0.9367488,0.0009020836,0.0007329615,0.000118495,0.0002474386,0.00516937,0.04933455],"genre_scores_gemma":[0.2589933,0.004235201,0.6002129,0.001463772,0.0004926901,0.0003433998,0.001435361,0.005083581,0.1277398],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01734386,"threshold_uncertainty_score":0.05802095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405320879254962,"score_gpt":0.2199953903446842,"score_spread":0.2059421815521345,"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."}}