{"id":"W7008956886","doi":"","title":"On-demand metadata extraction network (OMEN)","year":2006,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Intellectual property; Data element; Data extraction; Cataloging","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":[0.003505783,0.0009790754,0.000817438,0.006634614,0.001254303,0.003442014,0.001756864,0.001277244,0.0296949],"category_scores_gemma":[0.01083425,0.0007174507,0.0006279306,0.005029848,0.0004896743,0.006702825,0.00618525,0.001018274,0.02464567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449201,"about_ca_system_score_gemma":0.001814487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006705956,"about_ca_topic_score_gemma":0.009514672,"domain_scores_codex":[0.9981635,0.0002585382,0.0002166836,0.0004394827,0.0007613607,0.000160425],"domain_scores_gemma":[0.9942858,0.0007847689,0.0003933511,0.003172093,0.0009633579,0.0004005378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001201781,0.0002938163,0.006667215,0.0008065168,0.0001008713,0.0005020207,0.0005083226,0.00229348,0.01602175,0.01886379,0.379667,0.5730734],"study_design_scores_gemma":[0.0001324955,0.0001759027,0.01085732,0.0003126079,0.00008602287,0.0007826994,0.0005719505,0.07457075,0.03001009,0.0239782,0.8583515,0.0001704392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.04288824,0.003001768,0.4088855,0.004762172,0.0010511,0.003478263,0.1792411,0.2105953,0.1460966],"genre_scores_gemma":[0.165388,0.002435147,0.2742721,0.001979289,0.0004748918,0.001120163,0.4298268,0.008578775,0.1159249],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0296949,"threshold_uncertainty_score":0.09933931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04445397415786456,"score_gpt":0.3362728809386917,"score_spread":0.2918189067808271,"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."}}