{"id":"W4317874669","doi":"10.58412/hyb.v1i1.10639","title":"Respons samhälle","year":2023,"lang":"sv","type":"article","venue":"HYBRID – mellan akademi kyrka & samhälle","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.01243933,0.0008431431,0.00114213,0.000728742,0.004748932,0.001041939,0.004026527,0.0006127393,0.01295988],"category_scores_gemma":[0.005855311,0.0008172799,0.0007299831,0.006656212,0.00395625,0.0007510351,0.001305423,0.001738009,0.03046377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008288359,"about_ca_system_score_gemma":0.002299424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019747,"about_ca_topic_score_gemma":0.001957097,"domain_scores_codex":[0.9839343,0.003278404,0.001324674,0.002027138,0.005089877,0.004345593],"domain_scores_gemma":[0.9930562,0.002714846,0.000545698,0.001353928,0.0004406293,0.001888717],"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":[0.0001686105,0.0001788375,0.007165974,0.00008983516,0.0001668241,0.0004697344,0.02640034,0.00009870018,0.00149984,0.008119498,0.9340355,0.02160628],"study_design_scores_gemma":[0.0006591917,0.0002277309,0.007434193,0.0001565113,0.00006192186,0.00001149136,0.0304149,0.0009241098,0.001089526,0.00676793,0.9511618,0.001090691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.434589,0.003810961,0.00005036555,0.0681842,0.009378499,0.002714082,0.0008564911,0.002031243,0.4783851],"genre_scores_gemma":[0.7517833,0.01005132,0.0002311055,0.0008807618,0.004308266,0.0001434016,0.00009441936,0.0001419698,0.2323655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3171942,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08761088171330593,"score_gpt":0.4020372207936844,"score_spread":0.3144263390803784,"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."}}