{"id":"W7133000337","doi":"","title":"Henkirikosuutisoinnin asiantuntijana siivouskuningatar : Iltapäivälehtien käyttämät asiantuntijalähteet Ullanlinnan murhan rikosuutisoinnissa","year":2025,"lang":"fi","type":"dissertation","venue":"Trepo - Institutional Repository of Tampere University","topic":"Public Relations and Crisis Communication","field":"Social Sciences","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00112478,0.0009104878,0.001308815,0.00139027,0.006884947,0.0002954552,0.002759218,0.001613944,0.0004281759],"category_scores_gemma":[0.000557109,0.001119114,0.0009948126,0.00256213,0.002030794,0.001705933,0.0004921414,0.001457283,0.00007660492],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852391,"about_ca_system_score_gemma":0.007587126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02128041,"about_ca_topic_score_gemma":0.005263079,"domain_scores_codex":[0.9927671,0.0013516,0.001659601,0.001447033,0.001880029,0.0008946257],"domain_scores_gemma":[0.9929025,0.0005082523,0.002259547,0.001791938,0.002042155,0.0004956063],"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":[0.002181611,0.005024336,0.03205503,0.001635526,0.003930295,0.0012801,0.05662213,0.002316586,0.003985007,0.8313499,0.02103687,0.03858263],"study_design_scores_gemma":[0.002230991,0.0003747538,0.0499706,0.002439575,0.001528269,0.00009393603,0.06992856,0.001461097,0.001277214,0.0009651742,0.8678276,0.001902209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3689801,0.001849101,0.0005591293,0.001334629,0.003203175,0.001150265,0.0005658073,0.0002546291,0.6221032],"genre_scores_gemma":[0.8881655,0.001929117,0.001331999,0.0000549853,0.0003028683,0.000008936064,0.003039335,0.0000383308,0.1051289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8467907,"threshold_uncertainty_score":0.9996822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492503526033821,"score_gpt":0.2561287723741154,"score_spread":0.2412037371137772,"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."}}