{"id":"W7051624086","doi":"","title":"Rahatalous","year":2010,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Population; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007005096,0.0002820353,0.0004203759,0.0002382975,0.0001444984,0.00002273182,0.0005993806,0.0006576811,0.006064099],"category_scores_gemma":[0.00002014453,0.0004060154,0.0001783165,0.0002439876,0.0001804343,0.00007433692,0.0001376079,0.0005490737,0.003069435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005397447,"about_ca_system_score_gemma":0.00006511107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006341378,"about_ca_topic_score_gemma":0.001256827,"domain_scores_codex":[0.9990416,0.0000144712,0.0001323406,0.0003176476,0.0001991835,0.0002947621],"domain_scores_gemma":[0.9989416,0.0001120844,0.0001465134,0.000574874,0.00006526461,0.0001596736],"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":[0.00008123253,0.001058914,0.0003280819,0.001848954,0.001999825,0.0005399383,0.004173338,0.00197316,0.02825405,0.2045145,0.5555682,0.1996598],"study_design_scores_gemma":[0.0005183225,0.00002336415,0.0005382294,0.0001478843,0.0001811062,0.00000650513,0.0002014104,0.001528836,0.0004897597,0.0006522837,0.9953081,0.0004041861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04376595,0.0004653666,0.00420171,0.0006363365,0.002064383,0.0005287367,0.001551565,0.0002775845,0.9465083],"genre_scores_gemma":[0.2494474,0.004059224,0.03448768,0.00005012736,0.001284835,0.000001919949,0.001029693,0.0005818807,0.7090573],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.43974,"threshold_uncertainty_score":0.9998392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005389172764621667,"score_gpt":0.1653939809486154,"score_spread":0.1600048081839937,"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."}}