{"id":"W7033708533","doi":"","title":"Siivouskoneiden saatavuuden ja käytettävyyden kartoittaminen TAYS:n sairaalahuollossa","year":2023,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Finance, Taxation, and Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Set (abstract data type)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001501193,0.002161535,0.002021223,0.0004435457,0.0008424097,0.0004703475,0.003928924,0.001617122,0.03381807],"category_scores_gemma":[0.0008168393,0.002133462,0.0008779574,0.001948179,0.001512516,0.00110575,0.001559951,0.001494425,0.1698619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137977,"about_ca_system_score_gemma":0.0002670191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01349073,"about_ca_topic_score_gemma":0.01500211,"domain_scores_codex":[0.9891333,0.0005179432,0.001845537,0.002936165,0.002762493,0.002804579],"domain_scores_gemma":[0.992776,0.0007376937,0.002360333,0.003243695,0.00009021825,0.0007920265],"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":[0.0003122503,0.000730772,0.01910862,0.000535109,0.0007375957,0.0008191633,0.003519972,0.0009722488,0.001788223,0.002639253,0.04752082,0.921316],"study_design_scores_gemma":[0.001316674,0.0002465347,0.1011454,0.001054466,0.0002522215,0.00006772327,0.0003412838,0.0003597343,0.0004408892,0.001251193,0.8912483,0.002275559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02301577,0.002097913,0.0002405866,0.001585286,0.002870096,0.002031951,0.001211139,0.00157168,0.9653756],"genre_scores_gemma":[0.04098561,0.004560505,0.0007973833,0.0006096276,0.001983728,0.0002829426,0.0001636739,0.00224037,0.9483762],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9190404,"threshold_uncertainty_score":0.999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300903070674473,"score_gpt":0.2273042803245684,"score_spread":0.2142952496178237,"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."}}