{"id":"W2407659378","doi":"","title":"Ecotoxicology Data Federation with SADI Semantic Web Services.","year":2012,"lang":"en","type":"article","venue":"SWAT4LS","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"SPARQL; World Wide Web; Computer science; Premise; Semantic Web; RDF; Data science; Information retrieval","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":[0.0002115101,0.0001093892,0.0001142576,0.0000203861,0.00008530487,0.000023314,0.0002859962,0.0001748499,0.00004455815],"category_scores_gemma":[0.00003276072,0.00008090741,0.0000174802,0.00005143173,0.00009095983,0.000007040925,0.0001972035,0.00007337608,0.00006239919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006063799,"about_ca_system_score_gemma":0.00005036134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001550535,"about_ca_topic_score_gemma":0.0002666903,"domain_scores_codex":[0.9991944,0.00004511986,0.0001129861,0.0002575954,0.00009042722,0.0002994025],"domain_scores_gemma":[0.9992871,0.00001277719,0.00004871849,0.0005303027,0.00002570738,0.00009544753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002427892,0.0004361997,0.1024553,0.000195447,0.0002975897,0.00001435561,0.0003457259,0.000005782499,0.804016,0.0002027666,0.03582487,0.05596321],"study_design_scores_gemma":[0.001282063,0.0007134532,0.02025365,0.00004251274,0.00008286378,0.0001534551,0.0004237565,0.0005893512,0.06870339,0.00004791744,0.9072044,0.0005031468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937316,0.001800514,0.0009266775,0.0007327751,0.0002991732,0.0001294338,0.0000340466,0.00004287261,0.002302937],"genre_scores_gemma":[0.9946194,0.0001001267,0.002898605,0.000739771,0.0004667565,0.0000102164,0.0005373094,0.0000135814,0.0006142099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8713796,"threshold_uncertainty_score":0.3299308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581648631814464,"score_gpt":0.2859690024521057,"score_spread":0.2601525161339611,"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."}}