{"id":"W6991759039","doi":"","title":"ICT-alan kilpailukyky ja verotus : Case: Suomen työvoimakustannukset ja yhteisövero","year":2019,"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); Population","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":[0.001200762,0.002160966,0.003270271,0.002765725,0.0009171812,0.0001659406,0.0032804,0.002776162,0.07121269],"category_scores_gemma":[0.0001350736,0.003117586,0.001486959,0.002334676,0.001752577,0.001068052,0.00198762,0.002154863,0.1276757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002267912,"about_ca_system_score_gemma":0.001213118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121035,"about_ca_topic_score_gemma":0.008859772,"domain_scores_codex":[0.9905042,0.001055416,0.0008514059,0.002816146,0.002222374,0.00255047],"domain_scores_gemma":[0.9907281,0.0004321562,0.002692399,0.004069128,0.0007878832,0.001290292],"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":[0.002135332,0.001811208,0.005172974,0.002764069,0.005041635,0.03197025,0.01392593,0.0002037508,0.002061102,0.00234165,0.9222209,0.01035114],"study_design_scores_gemma":[0.00757572,0.0009604853,0.002210164,0.001303331,0.001910958,0.001461572,0.01853362,0.0005047669,0.00004837827,0.00005779119,0.9625322,0.002900974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07321059,0.001928468,0.0003340612,0.0007568928,0.002104893,0.003472657,0.01831523,0.0008193686,0.8990579],"genre_scores_gemma":[0.07308521,0.0006701786,0.001857154,0.0001070332,0.000423823,0.000001714987,0.001202593,0.001606448,0.9210458],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05646305,"threshold_uncertainty_score":0.9991131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562757582440449,"score_gpt":0.2074761260042205,"score_spread":0.191848550179816,"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."}}