{"id":"W7165271202","doi":"","title":"Vanhainkoti Himmelin käyttöönoton mahdollistava kehityssuunnitelma","year":2025,"lang":"fi","type":"dissertation","venue":"Trepo - Institutional Repository of Tampere University","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Porin; Quarter (Canadian coin); Subject (documents)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001607528,0.0006882236,0.0008625174,0.0004907337,0.004489148,0.0001664461,0.0008319285,0.0005618758,0.0009678823],"category_scores_gemma":[0.00008448445,0.0006765721,0.0007790207,0.000245166,0.001354206,0.0006045371,0.0001643887,0.0007914986,0.00005476427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004672779,"about_ca_system_score_gemma":0.001292801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008955501,"about_ca_topic_score_gemma":0.003680578,"domain_scores_codex":[0.9968036,0.0002307372,0.0008803785,0.0008665549,0.000788709,0.00043003],"domain_scores_gemma":[0.997042,0.0001789722,0.0009123934,0.0005257751,0.001146989,0.0001938949],"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":[0.003067277,0.001949446,0.002801989,0.004704095,0.003106289,0.002233125,0.1138568,0.00407151,0.02304601,0.8269247,0.009377304,0.004861364],"study_design_scores_gemma":[0.001184831,0.0003624863,0.005816344,0.002182099,0.001195761,0.0000723492,0.03723388,0.00007541835,0.007652895,0.0008249317,0.9422023,0.001196667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6362031,0.0007683772,0.00002260463,0.0001401558,0.00202925,0.0004118462,0.0004437388,0.00009305044,0.3598879],"genre_scores_gemma":[0.6522524,0.0001026018,0.0001087402,0.00007071177,0.0004521435,0.000001953566,0.001226152,0.0000137795,0.3457716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.932825,"threshold_uncertainty_score":0.9999453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723320406007165,"score_gpt":0.2129358698148411,"score_spread":0.1957026657547695,"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."}}