{"id":"W6987914251","doi":"","title":"Verokeitaiden hyödyntäminen yritysverotuksessa","year":2011,"lang":"fi","type":"other","venue":"Osuva (University of Vaasa)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics)","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","insufficient_payload"],"category_scores_codex":[0.0006859804,0.001326494,0.002163727,0.001909038,0.0005102795,0.00004850162,0.00351383,0.001907147,0.2306851],"category_scores_gemma":[0.0001203007,0.001975114,0.001134084,0.001275448,0.001982338,0.0008258788,0.001582856,0.001209824,0.1740334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007072164,"about_ca_system_score_gemma":0.0006730011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403353,"about_ca_topic_score_gemma":0.005719703,"domain_scores_codex":[0.9943252,0.0005937702,0.0005236287,0.001754502,0.001395641,0.001407253],"domain_scores_gemma":[0.9939976,0.0001753103,0.001952224,0.002559093,0.0005099685,0.0008058053],"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":[0.001790196,0.001867904,0.007968436,0.00127717,0.003535384,0.001228469,0.006322526,0.000008136884,0.002854035,0.00804496,0.954947,0.01015576],"study_design_scores_gemma":[0.004594475,0.0005939727,0.02028101,0.001356911,0.001970417,0.00003996506,0.003206445,0.00007043665,0.0001785001,0.0004648539,0.965186,0.002057043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01279911,0.001332759,0.0005179889,0.0002058965,0.0009875719,0.00132694,0.00242596,0.0004721372,0.9799317],"genre_scores_gemma":[0.03681471,0.0008065078,0.004974872,0.00004097996,0.0003649963,8.123354e-7,0.0003527973,0.001148666,0.9554957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05665172,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916178254892076,"score_gpt":0.2000807520258265,"score_spread":0.1709189694769057,"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."}}