{"id":"W4289019110","doi":"","title":"Mikä on kuviteltu pohjoinen?","year":2019,"lang":"fi","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009767179,0.0005501754,0.0007246676,0.0005915883,0.00203117,0.003498571,0.000627235,0.001935057,0.1088898],"category_scores_gemma":[0.002891486,0.0001820987,0.0002062399,0.0004820434,0.0009469159,0.001860191,0.002738404,0.001471829,0.05419146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021858,"about_ca_system_score_gemma":0.001773669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204947,"about_ca_topic_score_gemma":0.001205376,"domain_scores_codex":[0.9991818,0.0001840642,0.00002902858,0.0002645368,0.0002003495,0.0001401532],"domain_scores_gemma":[0.9993843,0.0001768138,0.00005268986,0.00004858835,0.0001402105,0.0001974166],"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":[0.0004817455,0.0001217988,0.001360875,0.001077701,0.00004005369,0.00175496,0.00317632,0.0004436217,0.003569572,0.1313676,0.6182831,0.2383226],"study_design_scores_gemma":[0.000007263277,0.00001620757,0.0005087322,0.000136009,0.000007222916,0.0003645211,0.0005579724,0.0001161486,0.0004296837,0.006333026,0.9915098,0.0000133796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02179382,0.06596697,0.00730859,0.1708956,0.06466116,0.00008635537,0.001596496,0.0007642412,0.6669268],"genre_scores_gemma":[0.1446834,0.02335136,0.002611515,0.01738198,0.007142518,0.0001170463,0.0005981514,0.0005817709,0.8035322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1088898,"threshold_uncertainty_score":0.3642727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03523985760308372,"score_gpt":0.3131230997042581,"score_spread":0.2778832421011744,"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."}}