{"id":"W4396693489","doi":"10.11647/obp.0371.22","title":"22. Afterword","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Philosophy, History, and Historiography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"History","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":[0.0006431629,0.0008956113,0.0006275414,0.001311239,0.00334516,0.005251824,0.0009704008,0.002059053,0.2785462],"category_scores_gemma":[0.003761095,0.0002854412,0.0005241387,0.001039299,0.001057045,0.003079892,0.00174894,0.004517855,0.2552193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246735,"about_ca_system_score_gemma":0.001624576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006894612,"about_ca_topic_score_gemma":0.00934412,"domain_scores_codex":[0.9994018,0.00009623551,0.00003694455,0.0001274773,0.0002696007,0.00006788491],"domain_scores_gemma":[0.9982466,0.0002872769,0.00006611466,0.0001088344,0.00112027,0.0001709461],"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":[0.000009394282,0.000007453541,0.0000360577,0.00006964311,9.531919e-7,0.00002881655,0.0001152597,0.00001985686,0.00008827574,0.01152687,0.9687561,0.01934134],"study_design_scores_gemma":[0.000001255315,0.000004362142,0.00008182751,0.00007685099,8.125679e-7,0.00002537849,0.0000937835,0.00001199616,0.00004325137,0.0009413498,0.9987165,0.000002687738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006187152,0.01279798,0.001665575,0.04649694,0.1301953,0.0002294786,0.001019443,0.0005320497,0.8064445],"genre_scores_gemma":[0.002761838,0.002698978,0.000373087,0.008474172,0.008440121,0.00007483047,0.0003740863,0.0003134644,0.9764892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2785462,"threshold_uncertainty_score":0.9318297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03565626100001514,"score_gpt":0.2182251978316739,"score_spread":0.1825689368316588,"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."}}