{"id":"W7072014701","doi":"","title":"Valvontakomission työkalusta puolueettomuusvartioinnin etulinjaan : Suomen merivalvonnan kehitys vuosina 1944–1960","year":2018,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research methodology; Quarter (Canadian coin); Paid work","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.002184614,0.002429422,0.003497395,0.003085938,0.001759695,0.0002353046,0.004385449,0.003134821,0.1000566],"category_scores_gemma":[0.0002658118,0.003217622,0.001742503,0.003155284,0.003546452,0.001222905,0.002367304,0.001742129,0.07669792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002233078,"about_ca_system_score_gemma":0.001734542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007796974,"about_ca_topic_score_gemma":0.005312214,"domain_scores_codex":[0.9879684,0.001783698,0.00126968,0.003344588,0.00293957,0.002694043],"domain_scores_gemma":[0.9891683,0.0002817357,0.003650226,0.003943578,0.001257488,0.001698687],"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":[0.003865191,0.002617835,0.002459561,0.001759147,0.003730779,0.001000952,0.01489994,0.00002452388,0.02348475,0.003315715,0.9244679,0.01837366],"study_design_scores_gemma":[0.007079354,0.001302399,0.004043087,0.002771675,0.002357166,0.00006750647,0.006916929,0.0007895529,0.001465907,0.0007661823,0.9692447,0.003195544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09207276,0.001797891,0.002210251,0.002209185,0.006631287,0.00426002,0.00378306,0.001688311,0.8853472],"genre_scores_gemma":[0.05354005,0.0008440214,0.009826279,0.000121608,0.00227881,0.000002579747,0.001399134,0.002082161,0.9299054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04477675,"threshold_uncertainty_score":0.9995399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512059785876953,"score_gpt":0.221519440432439,"score_spread":0.2063988425736694,"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."}}