{"id":"W7115231157","doi":"","title":"43 Sopimuspalokunnat osana Suomen kokonaisturvallisuutta","year":2023,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Quarter (Canadian coin); Secret ballot","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001145784,0.001608583,0.002596954,0.002640763,0.0008157355,0.0001306873,0.003519268,0.002165294,0.03935825],"category_scores_gemma":[0.0001976309,0.002286309,0.001379174,0.0030594,0.00182749,0.0007541424,0.001670714,0.001512459,0.1223705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532153,"about_ca_system_score_gemma":0.0008530606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01543697,"about_ca_topic_score_gemma":0.03771229,"domain_scores_codex":[0.9921914,0.0006635394,0.0006883863,0.002309924,0.002227044,0.001919759],"domain_scores_gemma":[0.9935759,0.0004618295,0.00186688,0.002594511,0.0006711013,0.0008297487],"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":[0.001155489,0.001195,0.003537737,0.001748304,0.005989702,0.002840837,0.008617583,0.00007672501,0.001518199,0.02138202,0.9353638,0.01657465],"study_design_scores_gemma":[0.00430602,0.0003343597,0.00916973,0.001422488,0.001468571,0.00002069128,0.00515934,0.0002612948,0.00004093792,0.0008838085,0.9748108,0.002121911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01339093,0.003240851,0.0002969268,0.002002882,0.008843376,0.002774297,0.008235728,0.003916509,0.9572985],"genre_scores_gemma":[0.02406999,0.002418948,0.001519991,0.00006049427,0.00127063,0.000001376595,0.0007983267,0.003738903,0.9661213],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08301222,"threshold_uncertainty_score":0.9996662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144496314497854,"score_gpt":0.2196529670946167,"score_spread":0.1982080039496382,"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."}}