{"id":"W6996711440","doi":"","title":"Suomalainen syntyvyyskeskustelu Helsingin sanomien verkkokeskusteluissa","year":2021,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pyrin domain; Public health; 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001002683,0.001948585,0.003306042,0.002618533,0.0007542914,0.0001931762,0.003451956,0.002535727,0.1562288],"category_scores_gemma":[0.0002856104,0.002817185,0.001929987,0.002718373,0.001730601,0.0006106515,0.00221353,0.001738095,0.01695297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121741,"about_ca_system_score_gemma":0.001243992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005270343,"about_ca_topic_score_gemma":0.004016336,"domain_scores_codex":[0.9912199,0.001164622,0.0008341924,0.002766879,0.001884778,0.002129578],"domain_scores_gemma":[0.9922488,0.0004185445,0.002139295,0.003271247,0.0008216682,0.001100417],"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":[0.001703509,0.002853389,0.007141411,0.005944367,0.008594187,0.00999985,0.009706311,0.0007351621,0.02485811,0.004231203,0.9042354,0.01999711],"study_design_scores_gemma":[0.004059118,0.0002912637,0.005079437,0.003485414,0.001938447,0.0002301724,0.009876101,0.001134051,0.0005675294,0.00005030501,0.9705659,0.002722245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04884214,0.0104665,0.0003848867,0.001150644,0.003000495,0.001921733,0.003088261,0.0006480563,0.9304973],"genre_scores_gemma":[0.05528825,0.0009735848,0.00616448,0.0000960036,0.0008676975,0.000001088807,0.001483789,0.001441464,0.9336836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1392759,"threshold_uncertainty_score":0.9993258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316461179513376,"score_gpt":0.1932746993592215,"score_spread":0.1801100875640877,"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."}}