{"id":"W7010355652","doi":"","title":"Ilmastotavoitteiden vaikutukset rakennuskantaan 2020-2050","year":2021,"lang":"fi","type":"other","venue":"LUTPub (LUT University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Population; Life style; 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","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006423849,0.002570185,0.002729591,0.003659013,0.0009626693,0.0004623638,0.003823673,0.002680037,0.143748],"category_scores_gemma":[0.0003279916,0.003488066,0.001685807,0.007870731,0.001185734,0.000668873,0.002618778,0.002982857,0.0620463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003546813,"about_ca_system_score_gemma":0.001781189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002166143,"about_ca_topic_score_gemma":0.006943337,"domain_scores_codex":[0.9884356,0.001814796,0.0009631328,0.003824892,0.001891608,0.003069932],"domain_scores_gemma":[0.9920017,0.0003801103,0.00165612,0.00360031,0.0007212484,0.001640479],"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":[0.0006739556,0.001231931,0.001834334,0.0008876042,0.004738858,0.02890939,0.001320996,0.00009491509,0.004057054,0.01302124,0.9390239,0.004205784],"study_design_scores_gemma":[0.004243693,0.0002215821,0.00132954,0.001775882,0.001965985,0.0002880683,0.002801668,0.0001242387,0.0001631192,0.00005856921,0.983627,0.003400704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002090283,0.004685628,0.0001809092,0.0007269869,0.003236045,0.001508505,0.003380879,0.0009562389,0.9832345],"genre_scores_gemma":[0.0020362,0.002373635,0.001532767,0.0003302647,0.002153595,0.000003162293,0.003607657,0.002386338,0.9855764],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08170171,"threshold_uncertainty_score":0.9993173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057750390881318,"score_gpt":0.1887774468618106,"score_spread":0.1781999429529974,"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."}}