{"id":"W7029296536","doi":"","title":"Keskitetyn ilmanvaihdon tilakohtainen tehostus uudisasuinrakennuksissa","year":2024,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Population; Point (geometry); Quarter (Canadian coin)","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001131467,0.002328786,0.002121934,0.001630028,0.0003845183,0.006924723,0.002277531,0.001365008,0.02253341],"category_scores_gemma":[0.000241156,0.002155662,0.001281689,0.001273328,0.0005169261,0.005370656,0.002007186,0.001456879,0.303254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004137048,"about_ca_system_score_gemma":0.0001559816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205185,"about_ca_topic_score_gemma":0.0008753213,"domain_scores_codex":[0.9925712,0.00001437474,0.001837085,0.002319848,0.0008621821,0.002395308],"domain_scores_gemma":[0.9960201,0.0001582906,0.001326612,0.00202027,0.0002490665,0.0002256623],"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":[0.0004225818,0.0007230389,0.0003277515,0.006843382,0.002317015,0.0007541797,0.0004420905,0.00008214554,0.00008075244,0.14971,0.06646991,0.7718272],"study_design_scores_gemma":[0.0008944835,0.00006724186,0.0001510196,0.002139414,0.0008284688,0.00004256915,0.00143371,0.001020388,0.00001490438,0.04305197,0.9478227,0.002533071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01322132,0.005976144,0.00004214691,0.001215366,0.005809324,0.001525907,0.0001899841,0.001297531,0.9707223],"genre_scores_gemma":[0.06793001,0.0006364583,0.0001371454,0.00212411,0.008331615,0.0001312377,0.0005988532,0.002172985,0.9179376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8813528,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901446133895806,"score_gpt":0.2198411677547628,"score_spread":0.2008267064158047,"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."}}