{"id":"W7111997755","doi":"","title":"Kansallisten paikkatiedon metatietopalvelujen vertailu","year":2010,"lang":"fi","type":"other","venue":"Aaltodoc (Aalto University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Geospatial metadata; Meta Data Services; Data element; Database catalog; Metadata repository; Spatial data infrastructure; Usability","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":[0.0009306625,0.002744586,0.002868551,0.004889158,0.0009118437,0.0003643518,0.004633509,0.003526972,0.06205684],"category_scores_gemma":[0.0003363248,0.003341897,0.001648038,0.004195482,0.001534486,0.00106047,0.001308708,0.004350743,0.1089941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668694,"about_ca_system_score_gemma":0.001780904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005319427,"about_ca_topic_score_gemma":0.0147341,"domain_scores_codex":[0.9893945,0.001398019,0.001124426,0.003269737,0.001967648,0.002845677],"domain_scores_gemma":[0.991078,0.0005873494,0.002124222,0.003744266,0.0007290693,0.00173712],"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":[0.003286654,0.003809944,0.005955833,0.002859716,0.01331892,0.009311869,0.006845772,0.0001711807,0.01807933,0.1728208,0.7208555,0.04268449],"study_design_scores_gemma":[0.004032322,0.0004792075,0.0008700798,0.0006102436,0.003120752,0.0000542565,0.001262176,0.0001473596,0.000453639,0.0001850299,0.9854062,0.003378686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00411591,0.0009496114,0.000286058,0.0004539109,0.003288225,0.002353576,0.00196248,0.001485917,0.9851043],"genre_scores_gemma":[0.006916137,0.0009538872,0.004207382,0.0003885886,0.001229756,0.000006443728,0.001047457,0.003001192,0.9822491],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2645507,"threshold_uncertainty_score":0.9985287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391432770794511,"score_gpt":0.2059230854656687,"score_spread":0.1920087577577236,"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."}}