{"id":"W7112759048","doi":"","title":"Tieverkon hallinnollisen luokittelun periaatteita eri maissa","year":2006,"lang":"fi","type":"other","venue":"Aaltodoc (Aalto University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007163208,0.003298403,0.003010599,0.005640662,0.001152828,0.0005164324,0.004520841,0.003291973,0.03299078],"category_scores_gemma":[0.0001270895,0.004290205,0.001563766,0.005450651,0.001708171,0.001172137,0.001744884,0.002637007,0.1032098],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004010602,"about_ca_system_score_gemma":0.001622245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007556453,"about_ca_topic_score_gemma":0.007194383,"domain_scores_codex":[0.9873897,0.001396438,0.001345256,0.004077737,0.002158633,0.003632275],"domain_scores_gemma":[0.9914275,0.0003325189,0.002216155,0.003897737,0.0007219719,0.001404077],"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":[0.001038131,0.001405863,0.002452852,0.0007850898,0.001975686,0.007092677,0.0005104616,0.0002701194,0.001934155,0.02445869,0.9552008,0.002875509],"study_design_scores_gemma":[0.00490967,0.0004051447,0.001918826,0.001138068,0.001815936,0.0001125453,0.0008694042,0.0001396397,0.0003933765,0.0001262307,0.9839382,0.004233015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007042334,0.001960106,0.0003984565,0.0006607659,0.002684952,0.002522318,0.004038336,0.001832011,0.9788607],"genre_scores_gemma":[0.01066696,0.001083189,0.001735533,0.0003056552,0.002635685,0.000005535961,0.002128552,0.003495653,0.9779432],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07021906,"threshold_uncertainty_score":0.9998128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139422804200603,"score_gpt":0.1961314403050776,"score_spread":0.1847372122630716,"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."}}