{"id":"W4253051664","doi":"10.15353/acmla.n163.1603","title":"Book Reviews","year":2019,"lang":"en","type":"article","venue":"Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Columbia university; Art history; Politics; History; Atlas (anatomy); Archaeology; Cartography; Geography; Media studies; Political science; Sociology; Law; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008778727,0.0001375131,0.0003813161,0.0001498673,0.001075945,0.0001467316,0.0001320175,0.00004550836,0.01076119],"category_scores_gemma":[0.00005624783,0.00010974,0.0001670006,0.00005712887,0.0001268839,0.0001157599,0.00004447318,0.0001155116,0.0002045118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137722,"about_ca_system_score_gemma":0.00003626273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00930286,"about_ca_topic_score_gemma":0.01584961,"domain_scores_codex":[0.9990121,0.00008272216,0.0003074369,0.0001840546,0.0001369911,0.0002767256],"domain_scores_gemma":[0.9992791,0.0001791252,0.0002291944,0.0001118981,0.00002294536,0.0001777558],"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":[0.00000680621,0.000009738073,0.00189908,0.00006043273,0.00008526294,7.662113e-7,0.02347474,6.240472e-7,0.000005984285,0.1548533,0.8178253,0.001777946],"study_design_scores_gemma":[0.0001511828,0.0000413198,0.0005137449,0.00003348201,0.00003592722,8.814607e-8,0.001311901,0.000006601746,0.0000028078,0.002161574,0.9955887,0.0001526266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01044869,0.04397675,0.000004399105,0.6304165,0.0007995376,0.0006062263,0.0002280116,0.00006220792,0.3134577],"genre_scores_gemma":[0.008967174,0.01425606,0.0002597631,0.00759291,0.0005333456,0.00002089538,0.00006898489,0.00001941595,0.9682814],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6548237,"threshold_uncertainty_score":0.9972943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007076930134864,"score_gpt":0.1631163385322026,"score_spread":0.153045569230854,"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."}}