{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001142744,0.0009126129,0.0006842134,0.0008048525,0.00374306,0.009951516,0.001290552,0.001802144,0.1116336],"category_scores_gemma":[0.002810641,0.0005698117,0.0005780009,0.0007761181,0.001362949,0.005066217,0.004839262,0.002311167,0.05861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002842579,"about_ca_system_score_gemma":0.004674835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038804,"about_ca_topic_score_gemma":0.03218253,"domain_scores_codex":[0.9986222,0.000150674,0.00007619739,0.0002916694,0.0005907616,0.0002685091],"domain_scores_gemma":[0.9978064,0.0003831714,0.0001388613,0.0001849337,0.001042516,0.0004442764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001076273,0.0005114722,0.0118708,0.001376942,0.00008784841,0.002052884,0.01073906,0.001015489,0.0523857,0.09305988,0.2845515,0.5412722],"study_design_scores_gemma":[0.00001102729,0.00007896683,0.002821503,0.0001560449,0.00002780716,0.0004805379,0.003074157,0.0008021899,0.006862227,0.00396177,0.9816756,0.00004823373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05273174,0.005959423,0.03394953,0.01675062,0.006453895,0.0002553808,0.001822169,0.003186339,0.8788911],"genre_scores_gemma":[0.09159403,0.003937832,0.02140239,0.002168263,0.000583446,0.0001563259,0.001317834,0.001089171,0.8777507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1116336,"threshold_uncertainty_score":0.3734517,"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."}}