{"id":"W7071963596","doi":"","title":"Tilintarkastusvelvollisuus Pohjoismaissa","year":2020,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Quarter (Canadian coin)","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002165897,0.005841991,0.005816111,0.002112119,0.0008944502,0.001102679,0.007185512,0.003850206,0.1394673],"category_scores_gemma":[0.001414369,0.006017262,0.002684924,0.004071267,0.002273921,0.0007970927,0.00296274,0.005558584,0.620425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779182,"about_ca_system_score_gemma":0.001700026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862396,"about_ca_topic_score_gemma":0.001133367,"domain_scores_codex":[0.978631,0.002441018,0.003752532,0.005606414,0.004261869,0.005307186],"domain_scores_gemma":[0.9855308,0.001114702,0.00354362,0.005727559,0.000550196,0.00353314],"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":[0.003971715,0.002472876,0.0007151672,0.002760034,0.007896962,0.004618241,0.005585333,0.000184447,0.0095214,0.01122524,0.05522938,0.8958192],"study_design_scores_gemma":[0.003897316,0.0007936016,0.001116141,0.002328425,0.002012008,0.0004228683,0.0009811191,0.0008336316,0.002199834,0.001667623,0.9778814,0.005865999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001826883,0.008016706,0.0002648187,0.003167248,0.004658876,0.00459881,0.005051147,0.004395538,0.96802],"genre_scores_gemma":[0.02636545,0.001146573,0.003493379,0.001928852,0.007702715,0.0004392045,0.001582311,0.01213541,0.9452061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9226521,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02759087073914761,"score_gpt":0.2662949744286771,"score_spread":0.2387041036895295,"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."}}