{"id":"W4255620855","doi":"10.36227/techrxiv.11288843.v1","title":"Pragmatic Interoperability for Extreme Automation and Healthcare Interoperability & Continuity","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Interoperability; Workflow; Automation; Health care; Cross-domain interoperability; Computer science; Web service; Knowledge management; Semantic interoperability; Process management; Business; World Wide Web; Engineering; Database; Political science","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":[0.006246005,0.000547363,0.000602705,0.001243463,0.001933616,0.007468285,0.001441924,0.002868916,0.004920824],"category_scores_gemma":[0.008317831,0.0005495203,0.001279877,0.001572698,0.005953436,0.009817898,0.007439706,0.003770623,0.001252685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002772854,"about_ca_system_score_gemma":0.003837203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002185355,"about_ca_topic_score_gemma":0.00122936,"domain_scores_codex":[0.9922259,0.003047271,0.0006774759,0.0008638172,0.002657619,0.0005279191],"domain_scores_gemma":[0.9971259,0.001004879,0.0002788452,0.0009624386,0.0004372295,0.0001906507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007978876,0.00001055746,0.00006990573,0.00004260503,0.000006490419,0.00005810735,0.000223068,0.001061427,0.0002935321,0.9863548,0.001433615,0.01043795],"study_design_scores_gemma":[0.00001339719,0.00002401589,0.0002523936,0.0001191849,0.00001373278,0.0002084108,0.0002672558,0.01249237,0.001018135,0.8999562,0.08560954,0.0000253079],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005420225,0.001191381,0.9154329,0.01036375,0.000500738,0.0001610333,0.00012632,0.0005192545,0.0662843],"genre_scores_gemma":[0.400223,0.002152327,0.5703957,0.002650133,0.0007128827,0.0007628949,0.0007490429,0.0003103393,0.02204365],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007468285,"threshold_uncertainty_score":0.03303242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06010038925826643,"score_gpt":0.2893055072793851,"score_spread":0.2292051180211186,"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."}}