{"id":"W7045492578","doi":"","title":"An analysis on the effect of the COVID-19 pandemic on the housing demand in Finland","year":2021,"lang":"en","type":"other","venue":"Aaltodoc (Aalto University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Leasehold estate; Renting; Real estate; Urbanization; Order (exchange); Rental housing; Supply and demand","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005484044,0.0002253419,0.0003507557,0.0004735556,0.0001944726,0.00003849745,0.0007850077,0.00009084056,0.103507],"category_scores_gemma":[0.00004930141,0.0001199571,0.000254905,0.001342997,0.0001516166,0.00000711585,0.0002030914,0.0004406433,0.00001704805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000503982,"about_ca_system_score_gemma":0.0001844699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007426785,"about_ca_topic_score_gemma":0.005764295,"domain_scores_codex":[0.9977523,0.001141907,0.0001368312,0.0003579154,0.0003684939,0.0002425386],"domain_scores_gemma":[0.9976301,0.001169434,0.0001932064,0.0008980316,0.00002255696,0.00008668697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002715811,0.0002736849,0.8562084,0.000162525,0.001579572,0.00005706874,0.0004388899,0.001382351,0.0003077456,0.01863398,0.1077352,0.01294894],"study_design_scores_gemma":[0.00120056,0.0002758914,0.01125714,0.0001969276,0.0005656491,2.657371e-7,0.0007895792,0.000671497,0.0001921863,0.0000369396,0.9845206,0.0002928239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1765912,0.00004415829,0.0001794596,0.001761317,0.00007116125,0.0009758456,0.00007784011,0.00001816301,0.8202808],"genre_scores_gemma":[0.6342966,0.00003851195,0.000004855914,0.0002919952,0.00009990061,0.000005657481,0.00003711998,0.00005365829,0.3651717],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8767853,"threshold_uncertainty_score":0.9991828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899878395978717,"score_gpt":0.2646425812174421,"score_spread":0.2456437972576549,"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."}}