{"id":"W7066252686","doi":"","title":"Henkilödosimetrin rakenne ja toiminta","year":2024,"lang":"fi","type":"other","venue":"LUTPub (LUT University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Subject (documents); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054662,0.0005347808,0.0005499741,0.0004307928,0.0007604749,0.002417298,0.0004867688,0.0008351926,0.04811458],"category_scores_gemma":[0.0005646059,0.0002945878,0.0005226561,0.0003473311,0.0005288934,0.00114253,0.001248521,0.001488293,0.01369942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177742,"about_ca_system_score_gemma":0.001660516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002342005,"about_ca_topic_score_gemma":0.004408882,"domain_scores_codex":[0.9995174,0.00005716909,0.00003400219,0.0001192817,0.0001974394,0.00007471161],"domain_scores_gemma":[0.9994748,0.00008781639,0.00005606555,0.00005532418,0.0002550537,0.00007083275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001804573,0.0004245227,0.002139042,0.001448855,0.00007097542,0.0005645501,0.0006271293,0.0004605494,0.6464889,0.01092603,0.03107562,0.3039693],"study_design_scores_gemma":[0.00005452076,0.0009863321,0.003307976,0.0001520034,0.00006222186,0.0005803298,0.0004280974,0.0006638284,0.2987157,0.001221512,0.6937792,0.00004838705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2855466,0.05478873,0.04178778,0.01380809,0.008177322,0.001088501,0.005228621,0.003618928,0.5859556],"genre_scores_gemma":[0.2902681,0.02472536,0.02302702,0.00378782,0.0005030549,0.0005223849,0.00313191,0.0006714538,0.6533629],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04811458,"threshold_uncertainty_score":0.1609592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417291184968221,"score_gpt":0.2009262181200999,"score_spread":0.1867533062704178,"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."}}