{"id":"W7036104716","doi":"","title":"Antibioottien merkitys vankomysiiniresistenttien enterokokki -kantojen (VRE) esiintyvyyteen","year":2021,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Work (physics); Quarter (Canadian coin); Sample (material)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.003482032,0.002812461,0.003378597,0.00113254,0.001871144,0.001503728,0.006001024,0.003167898,0.06571912],"category_scores_gemma":[0.0007101556,0.002897507,0.002155463,0.002390413,0.00309242,0.0007416316,0.001688189,0.002716345,0.0156161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234926,"about_ca_system_score_gemma":0.00205544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01576187,"about_ca_topic_score_gemma":0.0157299,"domain_scores_codex":[0.9816611,0.003701277,0.002749195,0.003751657,0.003801998,0.004334712],"domain_scores_gemma":[0.9907711,0.00100369,0.00220944,0.003452088,0.00100767,0.001555972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001114605,0.004399487,0.0026249,0.003027977,0.00612539,0.003178812,0.06641521,0.00006431956,0.001775058,0.1229402,0.008201892,0.7801322],"study_design_scores_gemma":[0.0008547333,0.0004146845,0.0008731236,0.002014945,0.0007126603,0.00007191553,0.01212863,0.0001336421,0.001527428,0.003790974,0.9744579,0.003019401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01009234,0.008620457,0.0001999196,0.001979698,0.006806734,0.002631419,0.0004850535,0.0007796529,0.9684047],"genre_scores_gemma":[0.1446077,0.005953682,0.0007694389,0.0006468751,0.004006952,0.0001123768,0.0005158276,0.001002652,0.8423845],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.966256,"threshold_uncertainty_score":0.9996206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912917892988412,"score_gpt":0.3056588301412413,"score_spread":0.2665296512113572,"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."}}