{"id":"W7112524043","doi":"","title":"Hallitus yrittää rajoittaa tutkimusta Suomen \"turvallisuuden\" tähden - siinä on ongelmia","year":2025,"lang":"fi","type":"article","venue":"Åbo Akademi University Research Portal","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); 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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01588507,0.0006256428,0.0009153882,0.001731238,0.007228733,0.001156763,0.006357524,0.001384185,0.008781373],"category_scores_gemma":[0.00462095,0.0006945146,0.0005685154,0.009396111,0.01266029,0.00185225,0.002440281,0.004596154,0.001416705],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002889043,"about_ca_system_score_gemma":0.007738936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03028588,"about_ca_topic_score_gemma":0.0103037,"domain_scores_codex":[0.9793226,0.005554855,0.0007135259,0.002125947,0.007912936,0.004370212],"domain_scores_gemma":[0.9911115,0.003711337,0.0002835238,0.001245174,0.001717116,0.001931338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000731978,0.001047084,0.03913794,0.0002205794,0.000535352,0.002689083,0.02152372,0.0000321087,0.0003547125,0.4988229,0.4082855,0.02661903],"study_design_scores_gemma":[0.001181589,0.0005466574,0.009466003,0.0004072433,0.00006148798,0.000001758991,0.1049151,0.000213377,0.0001606,0.004394146,0.8779493,0.0007026757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1307803,0.00076637,0.00003968063,0.02890598,0.00170332,0.002089767,0.0002242983,0.0002352844,0.835255],"genre_scores_gemma":[0.7072938,0.004442596,0.00007955387,0.0002384653,0.0009530138,0.000009079971,0.00003728759,0.00003326286,0.2869129],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5765135,"threshold_uncertainty_score":0.9999122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10768174036682,"score_gpt":0.4481790817807882,"score_spread":0.3404973414139681,"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."}}