{"id":"W2061236021","doi":"10.1145/1923947.1924023","title":"Hands-on","year":2010,"lang":"en","type":"article","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Computer science; XML; World Wide Web; Database; De facto; Data exchange; Efficient XML Interchange; XML database; XML Schema Editor; Political 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002724116,0.001399356,0.0008535165,0.001282701,0.002490178,0.004962926,0.003135752,0.002892256,0.7492179],"category_scores_gemma":[0.009209231,0.0005340396,0.001213153,0.0008521013,0.001184451,0.004003969,0.008386713,0.00271447,0.5897582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599555,"about_ca_system_score_gemma":0.003222639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001827073,"about_ca_topic_score_gemma":0.003633471,"domain_scores_codex":[0.9972595,0.0004708319,0.0001082327,0.0005868819,0.0009703137,0.0006042205],"domain_scores_gemma":[0.9935629,0.0007309634,0.0001795472,0.001183885,0.001677211,0.002665367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003462688,0.0003437511,0.000827778,0.0002050063,0.00001806668,0.000628722,0.0003475204,0.0002027112,0.001811565,0.01270176,0.6571928,0.325374],"study_design_scores_gemma":[0.00003673162,0.00008741504,0.0004966779,0.0001614449,0.00001053522,0.0008323942,0.0003277666,0.0001840325,0.0006351916,0.005869914,0.9913325,0.00002526416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003819498,0.001507646,0.02549926,0.01291036,0.009245839,0.0004374678,0.001609998,0.004838657,0.9401312],"genre_scores_gemma":[0.02046153,0.001431765,0.009480152,0.008915772,0.001948469,0.0003412752,0.002017908,0.001295,0.9541081],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2507821,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006334748170838882,"score_gpt":0.2310551673113941,"score_spread":0.2247204191405552,"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."}}