{"id":"W2611387109","doi":"10.5539/cis.v10n2p97","title":"Type Safe Metadata Combining","year":2017,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Computer science; Meta Data Services; Metadata repository; Data element; Database catalog; Information retrieval; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01148033,0.001390845,0.001740731,0.003155057,0.002501071,0.008182274,0.004820254,0.002096208,0.01018365],"category_scores_gemma":[0.02603997,0.001599761,0.003538902,0.002969517,0.003470015,0.01748925,0.01510325,0.004521578,0.007304804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001639339,"about_ca_system_score_gemma":0.005472323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002321854,"about_ca_topic_score_gemma":0.001553659,"domain_scores_codex":[0.9775771,0.003264162,0.003168886,0.003206772,0.01101193,0.001771103],"domain_scores_gemma":[0.9702069,0.003760381,0.001642651,0.01697634,0.006724112,0.0006895452],"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":[0.0004241803,0.0001839292,0.006210328,0.0007728792,0.0002614593,0.001129069,0.003436205,0.006194504,0.01854951,0.5975388,0.03221693,0.3330822],"study_design_scores_gemma":[0.00008206421,0.0001325803,0.0009786501,0.0004274859,0.0003004836,0.001409821,0.0007141905,0.02641928,0.08617919,0.4198475,0.4632214,0.0002873251],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005784314,0.0003690012,0.9667202,0.0005673785,0.0004060239,0.0002802084,0.0005568081,0.01003803,0.01527803],"genre_scores_gemma":[0.1375425,0.0009363044,0.8080134,0.001875303,0.0006093306,0.0007137077,0.002956964,0.009797254,0.03755515],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01148033,"threshold_uncertainty_score":0.06071454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542064194095856,"score_gpt":0.2292467052545886,"score_spread":0.21382606331363,"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."}}