{"id":"W7133027378","doi":"","title":"Mikä ihmeen varovaisuusperiaate? : Kunnanhallituksen jäsenen esteellisyys Pirkanmaan aluehallituksessa","year":2024,"lang":"fi","type":"dissertation","venue":"Trepo - Institutional Repository of Tampere University","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology); Quarter (Canadian coin); Government (linguistics)","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":[0.0007421484,0.0004218056,0.0004808314,0.0005725989,0.002477842,0.006594409,0.0005528097,0.001112157,0.02350728],"category_scores_gemma":[0.001030172,0.0002507389,0.0003981856,0.0009687385,0.001173953,0.002940911,0.001623563,0.002190575,0.01149292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001961339,"about_ca_system_score_gemma":0.00160075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004926176,"about_ca_topic_score_gemma":0.007307937,"domain_scores_codex":[0.9994267,0.00007260014,0.00002665052,0.0002492882,0.000136452,0.0000883652],"domain_scores_gemma":[0.9995427,0.00007889594,0.00004898924,0.0000612521,0.0001731189,0.00009509808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001130194,0.0002341405,0.01514248,0.001538771,0.0001376615,0.005052326,0.03361591,0.0002870021,0.2836363,0.1658191,0.06934664,0.4240596],"study_design_scores_gemma":[0.0000104887,0.00005865037,0.007116849,0.0001991958,0.00004354844,0.001283097,0.00554431,0.0001361667,0.019795,0.007326009,0.9584356,0.00005112104],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2564234,0.04967472,0.02595333,0.03239438,0.01174409,0.0001493919,0.003793648,0.00148383,0.6183833],"genre_scores_gemma":[0.4150626,0.01253169,0.01095179,0.004229582,0.001208217,0.0001006834,0.002179657,0.000868665,0.5528672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02350728,"threshold_uncertainty_score":0.07863975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743676394415709,"score_gpt":0.3086123029700557,"score_spread":0.2811755390258986,"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."}}