{"id":"W7038852820","doi":"","title":"Kansallinen kertomus kotimaisesta muotoilusta","year":2019,"lang":"fi","type":"other","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Population; Context (archaeology)","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":["insufficient_payload"],"category_scores_codex":[0.0002773197,0.001142856,0.001100064,0.001119221,0.004122686,0.0002867222,0.002464985,0.001991921,0.01170582],"category_scores_gemma":[0.0001019296,0.001350325,0.0007994699,0.001988839,0.002700477,0.001165712,0.0009518184,0.001483247,0.003230646],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006182947,"about_ca_system_score_gemma":0.006240278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01753499,"about_ca_topic_score_gemma":0.004118627,"domain_scores_codex":[0.9942035,0.0006085634,0.0005241022,0.001800579,0.001559709,0.001303546],"domain_scores_gemma":[0.996248,0.0002458078,0.0007602761,0.0009208401,0.000866996,0.0009580631],"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":[0.001167795,0.001247378,0.00548889,0.0005297821,0.002526025,0.01175105,0.006416502,0.001493838,0.0005373475,0.2021542,0.7615482,0.005138994],"study_design_scores_gemma":[0.00193863,0.0001378563,0.0009288097,0.0006903032,0.0004974348,0.00008815269,0.02102095,0.00006476192,0.00004618449,0.00001604482,0.972909,0.001661848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01089784,0.0003070448,0.0002059641,0.001911799,0.004108544,0.001408222,0.0004966188,0.0004208948,0.9802431],"genre_scores_gemma":[0.03144238,0.001196711,0.0003585836,0.0001491725,0.001011199,3.671711e-7,0.0003222232,0.0001092865,0.9654101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2113609,"threshold_uncertainty_score":0.9993934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837907644693705,"score_gpt":0.2026110692959104,"score_spread":0.1842319928489734,"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."}}