{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007992887,0.0009281563,0.001190007,0.004291394,0.001293126,0.005510878,0.002416078,0.002239646,0.4571437],"category_scores_gemma":[0.004793176,0.0005235695,0.0007873995,0.005448143,0.0007030556,0.003723587,0.001961647,0.002664323,0.4509833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002024501,"about_ca_system_score_gemma":0.003819469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005836656,"about_ca_topic_score_gemma":0.01162642,"domain_scores_codex":[0.9987214,0.000109204,0.000083062,0.0001999692,0.0007898618,0.00009640066],"domain_scores_gemma":[0.9971577,0.000464563,0.0001441179,0.0002102436,0.001668319,0.0003550386],"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":[0.000007158166,0.00001167891,0.00002487044,0.000349823,0.000002890964,0.00003250685,0.00003780842,0.00002352769,0.00006669451,0.001576816,0.9271316,0.07073469],"study_design_scores_gemma":[0.000001522369,0.000002520555,0.0000436472,0.0002259664,0.000001622567,0.0000577758,0.0000199816,0.000003610595,0.00001318686,0.0003240414,0.9993042,0.000001946921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003301695,0.2459967,0.001602162,0.0217877,0.03875944,0.0001952659,0.004683857,0.001088929,0.6855558],"genre_scores_gemma":[0.001666529,0.1238323,0.001489459,0.01065245,0.008564379,0.0001133019,0.004206078,0.0005474865,0.848928],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4571437,"threshold_uncertainty_score":0.7743187,"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."}}