{"id":"W7048743154","doi":"","title":"Markkulan silta, Kihniö : Museosillan hoito- ja ylläpitosuunnitelma","year":2014,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"Advanced Electrical Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Population; Subject (documents); Face (sociological concept)","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":[0.0003382268,0.0008736239,0.001326015,0.000941202,0.0002046735,0.00003527185,0.001292886,0.001161559,0.005612877],"category_scores_gemma":[0.00008571382,0.001179761,0.000474348,0.0008076379,0.0002829673,0.0002251807,0.000263248,0.0009754446,0.001184114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005309727,"about_ca_system_score_gemma":0.00008930267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006239425,"about_ca_topic_score_gemma":0.0004171226,"domain_scores_codex":[0.996708,0.0001881715,0.0004310226,0.0008737601,0.0008426517,0.0009563435],"domain_scores_gemma":[0.9975975,0.0001695296,0.0004767505,0.001175397,0.0002100926,0.0003706851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008232446,0.000988813,0.003418452,0.006253434,0.003785344,0.0007565973,0.002809642,0.001358176,0.08338465,0.01924906,0.2811337,0.5960389],"study_design_scores_gemma":[0.001282665,0.0003861978,0.001635319,0.0008471772,0.0003695899,0.00001414891,0.0001724464,0.001121679,0.001843335,0.001180712,0.989742,0.001404741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005388851,0.003209364,0.1558669,0.0004571804,0.002556696,0.001771712,0.0002560792,0.002837459,0.8276558],"genre_scores_gemma":[0.4604975,0.005084479,0.06904857,0.0002106773,0.003031917,0.000006443486,0.0004312954,0.001789847,0.4598993],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7086083,"threshold_uncertainty_score":0.9995936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007530497401886691,"score_gpt":0.1788273420995506,"score_spread":0.1712968446976639,"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."}}