{"id":"W7115370283","doi":"","title":"Miksi Suomen viennin arvonlisä kehittyi heikosti?","year":2018,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Action (physics); 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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001118164,0.001671411,0.002577634,0.002361843,0.0008692335,0.0001265789,0.003528859,0.002271557,0.1370797],"category_scores_gemma":[0.0001370758,0.002331672,0.001129771,0.002203691,0.003342437,0.0008187164,0.001632724,0.001073336,0.1947754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001275346,"about_ca_system_score_gemma":0.0009247894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004596605,"about_ca_topic_score_gemma":0.005287084,"domain_scores_codex":[0.9924135,0.0007934966,0.0007004887,0.002314392,0.001837278,0.001940799],"domain_scores_gemma":[0.992841,0.000241279,0.002278446,0.002770141,0.0009116437,0.0009574615],"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":[0.001854579,0.001657965,0.002090992,0.001166005,0.003327552,0.00102214,0.008559555,0.00001159041,0.005628632,0.005676096,0.9586317,0.01037318],"study_design_scores_gemma":[0.004494852,0.0007412173,0.003148715,0.001582437,0.001353438,0.00004855536,0.004998678,0.0002056685,0.0001913258,0.0005559786,0.980525,0.002154095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04336991,0.001816416,0.0004709866,0.0006936099,0.004191693,0.001851342,0.003824365,0.0007212563,0.9430604],"genre_scores_gemma":[0.01207842,0.0007509669,0.007160993,0.00007867748,0.001962337,9.242498e-7,0.001004169,0.001383678,0.9755799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05769563,"threshold_uncertainty_score":0.9996033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322510605416407,"score_gpt":0.2033729771775156,"score_spread":0.1901478711233515,"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."}}