{"id":"W6912739225","doi":"10.5281/zenodo.5846047","title":"D7.2 - Integration Report v2","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Engineering and Test Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian AIDS Treatment Information Exchange","funders":"European Commission","keywords":"Test (biology); System integration; Standardization; Work (physics); Process (computing); Relation (database); Scope (computer science)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007122234,0.001252441,0.0008911803,0.003627795,0.001723468,0.00563238,0.002066003,0.003475742,0.1371083],"category_scores_gemma":[0.007917562,0.0007561658,0.0009409178,0.001937986,0.000536099,0.001668076,0.001772573,0.002759089,0.1690489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002367701,"about_ca_system_score_gemma":0.007094598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01925837,"about_ca_topic_score_gemma":0.01205069,"domain_scores_codex":[0.9929698,0.0009678741,0.0002865519,0.0004380024,0.004699743,0.0006380794],"domain_scores_gemma":[0.9917992,0.0009014278,0.0003482799,0.001162271,0.00521032,0.000578389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001054718,0.001144258,0.003058883,0.0005344416,0.000053156,0.000259976,0.0002052164,0.002071742,0.01493595,0.012395,0.9031128,0.06117381],"study_design_scores_gemma":[0.0001835723,0.0006715389,0.006855857,0.0001780072,0.0000391329,0.0001490769,0.0001721416,0.001030861,0.01365576,0.00247826,0.9745147,0.00007098154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01335337,0.001836051,0.02668849,0.004576,0.003470959,0.005531092,0.1806676,0.01030059,0.7535759],"genre_scores_gemma":[0.0262476,0.001300315,0.01862817,0.002632524,0.0007537049,0.002501214,0.2743814,0.004485852,0.6690693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1371083,"threshold_uncertainty_score":0.4586731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251415138882,"score_gpt":0.2130327684270858,"score_spread":0.1905186170382658,"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."}}