{"id":"W4297362337","doi":"10.1515/9781789206296-fm","title":"Frontmatter","year":2022,"lang":"en","type":"book-chapter","venue":"Berghahn Books","topic":"Memory, Trauma, and Commemoration","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001811147,0.0004306342,0.0004466032,0.0001855807,0.0001962609,0.00004078975,0.0004285458,0.0004005831,0.3515416],"category_scores_gemma":[0.000003495058,0.0004676802,0.000271408,0.00001331003,0.00008669199,0.00005202711,0.0001283745,0.0008067362,0.01759873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162547,"about_ca_system_score_gemma":0.00005962924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009329397,"about_ca_topic_score_gemma":0.00009083567,"domain_scores_codex":[0.9981511,0.00006124748,0.0004534897,0.0006385088,0.0003671029,0.0003285711],"domain_scores_gemma":[0.9984337,0.00006268833,0.0002554835,0.00108731,0.00004268309,0.0001181043],"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":[0.00005079811,0.00002488527,0.00001060342,0.00001365607,0.0001453421,0.0001085029,0.0004733883,5.388584e-7,0.0000064427,0.3341029,0.6467214,0.01834145],"study_design_scores_gemma":[0.00047424,0.0001232161,0.0001219114,0.0000234518,0.0001057657,0.00004450195,0.0000574369,0.000001613663,0.000007267795,0.0168205,0.9817429,0.0004771841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005895223,0.001088293,0.00008434656,0.0005331048,0.003378404,0.0003989662,0.00008883423,0.000194027,0.9941751],"genre_scores_gemma":[0.001421982,0.000008351182,0.00008181266,0.003040391,0.0009956205,0.0001292266,0.000308896,0.0001607116,0.993853],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3350215,"threshold_uncertainty_score":0.9997775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04511387385725756,"score_gpt":0.285367530984071,"score_spread":0.2402536571268135,"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."}}