{"id":"W7008123227","doi":"","title":"Asuntosijoittaminen nollakorkoympäristössä : Tarkastelussa Suomen asuntomarkkinat vuosina 2010-2021","year":2023,"lang":"fi","type":"other","venue":"Osuva (University of Vaasa)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001707964,0.002416738,0.003636349,0.004217336,0.001036463,0.0001911899,0.004484107,0.003014194,0.1042706],"category_scores_gemma":[0.0003353146,0.003474422,0.001821523,0.005111459,0.002555653,0.001146855,0.002786299,0.001924173,0.1369425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002662455,"about_ca_system_score_gemma":0.001101336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01885699,"about_ca_topic_score_gemma":0.04708944,"domain_scores_codex":[0.9886444,0.001057441,0.001059895,0.003296799,0.003102658,0.002838828],"domain_scores_gemma":[0.9901879,0.0006914038,0.003019107,0.003891181,0.0008772688,0.001333075],"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":[0.001051391,0.00144368,0.006770844,0.001264061,0.004341422,0.003035434,0.004116068,0.00007144122,0.003354555,0.001115112,0.9211926,0.0522434],"study_design_scores_gemma":[0.006192222,0.0007840767,0.04029356,0.002867337,0.002337152,0.00007269107,0.009575471,0.0006855423,0.0001895437,0.0001473225,0.9333469,0.003508198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02136736,0.002439061,0.0004726055,0.001977634,0.005412809,0.003092741,0.007613419,0.002018043,0.9556063],"genre_scores_gemma":[0.01979043,0.003001473,0.002088763,0.00004541736,0.000920827,0.000003750698,0.0007357911,0.003982192,0.9694313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0487352,"threshold_uncertainty_score":0.998857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730083886708047,"score_gpt":0.2065776589990421,"score_spread":0.1892768201319616,"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."}}