{"id":"W2081730254","doi":"10.1104/pp.104.059170","title":"BioMOBY Successfully Integrates Distributed Heterogeneous Bioinformatics Web Services. The PlaNet Exemplar Case","year":2005,"lang":"en","type":"article","venue":"PLANT PHYSIOLOGY","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"Genome Prairie; Genome Canada","keywords":"Interoperability; Web service; Computer science; World Wide Web; Semantics (computer science); Service (business); Biological database; Semantic interoperability; Ontology; Simple (philosophy); WS-I Basic Profile; Syntax; Data science; Web development; Bioinformatics; Biology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004040681,0.0007214788,0.0005942013,0.001164377,0.00294692,0.004353934,0.00178744,0.003088298,0.004063687],"category_scores_gemma":[0.008497431,0.0006353971,0.0008183916,0.001829259,0.002272402,0.007208358,0.008114041,0.002661206,0.001806817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002140153,"about_ca_system_score_gemma":0.002287851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658406,"about_ca_topic_score_gemma":0.0147844,"domain_scores_codex":[0.9961314,0.001046,0.0001681851,0.0004862179,0.0013854,0.0007827314],"domain_scores_gemma":[0.9971659,0.0009698817,0.0001610114,0.0006486435,0.0004158512,0.0006388836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003060875,0.001622717,0.04253562,0.001160258,0.0003349837,0.03541483,0.01304809,0.06243613,0.04098594,0.4312645,0.1257832,0.2423528],"study_design_scores_gemma":[0.0005316865,0.0006621919,0.01191051,0.0002658917,0.0001571919,0.008161421,0.00711904,0.1950419,0.02449502,0.0842929,0.6671553,0.0002069102],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4817618,0.002446162,0.3019405,0.01643264,0.0006435268,0.0008754381,0.001683967,0.02867581,0.1655401],"genre_scores_gemma":[0.7832953,0.001125803,0.1842316,0.001452221,0.0002385094,0.0003059007,0.002743658,0.002675693,0.02393149],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01658406,"threshold_uncertainty_score":0.03297508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007194926650180396,"score_gpt":0.212586126790872,"score_spread":0.2053912001406916,"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."}}