{"id":"W7017554006","doi":"","title":"Asuntosijoittamisen riskit sekä mahdollisuudet Suomen asuntomarkkinoilla","year":2024,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Paid work; Population; 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":[0.001206029,0.002172755,0.00297445,0.003568814,0.0004612655,0.0002930554,0.003756474,0.002680357,0.09434886],"category_scores_gemma":[0.0001012829,0.002860156,0.001994213,0.002897597,0.001907179,0.0007287465,0.002596378,0.002241097,0.213074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002195834,"about_ca_system_score_gemma":0.0006965443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027941,"about_ca_topic_score_gemma":0.00745154,"domain_scores_codex":[0.9908098,0.0006476349,0.0008286294,0.003081637,0.002470145,0.002162181],"domain_scores_gemma":[0.9932668,0.0001990399,0.001803719,0.003094258,0.0004688843,0.001167319],"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":[0.0006828878,0.000581216,0.001430082,0.003075588,0.004678335,0.002216674,0.006460229,0.00006353734,0.001792148,0.002035605,0.9711201,0.005863575],"study_design_scores_gemma":[0.002903052,0.0003147045,0.002889638,0.002615145,0.00344047,0.0001146374,0.006202383,0.001055159,0.0001513504,0.0006314073,0.9770191,0.002662949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01673989,0.008405413,0.0000841158,0.001008363,0.002690947,0.001856065,0.008135897,0.001256238,0.9598231],"genre_scores_gemma":[0.03125693,0.001982524,0.002538168,0.00008581908,0.0009619552,0.000001827428,0.0007392359,0.002346262,0.9600873],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1187252,"threshold_uncertainty_score":0.9991013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079095895568286,"score_gpt":0.204345345950904,"score_spread":0.1935543869952211,"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."}}