{"id":"W7067016985","doi":"","title":"Kotitalouden oman sähköntuotannon vaikutus älykkääseen sähköverkkoon","year":2018,"lang":"fi","type":"other","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Life style; 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","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001174588,0.001257424,0.001248608,0.001933729,0.01118204,0.0005554569,0.005442141,0.002206756,0.01761753],"category_scores_gemma":[0.0004620978,0.001548266,0.001052745,0.004349916,0.01353504,0.002457249,0.001728298,0.001440195,0.006529193],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008140739,"about_ca_system_score_gemma":0.007484835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01901742,"about_ca_topic_score_gemma":0.008287404,"domain_scores_codex":[0.988775,0.002036178,0.000642374,0.002568677,0.003755342,0.002222386],"domain_scores_gemma":[0.9938747,0.0005474008,0.001015088,0.001221645,0.00149777,0.001843443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001677871,0.002409834,0.02180837,0.0006219996,0.00302871,0.01994617,0.02392039,0.0002382831,0.002596567,0.7108214,0.2052983,0.007632066],"study_design_scores_gemma":[0.001383231,0.0003713286,0.001610569,0.0005651611,0.0003939988,0.00006317317,0.03000044,0.00006528769,0.00008657801,0.0001638087,0.9636274,0.001669055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04349516,0.0002342975,0.00023511,0.0007163152,0.004390743,0.001348667,0.000350187,0.0006200892,0.9486094],"genre_scores_gemma":[0.1303016,0.001505869,0.0006526835,0.00009297734,0.003255514,8.507774e-7,0.0001342155,0.0001250906,0.8639312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.758329,"threshold_uncertainty_score":0.9999389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059621649006098,"score_gpt":0.2497898365335432,"score_spread":0.2291936200434823,"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."}}