{"id":"W3217007634","doi":"10.7202/1083629ar","title":"CHA Best Scholarly Book in Canadian History Roundtable","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Historical Association","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Historical Association","funders":"","keywords":"Library science; Humanities; History; Art; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007466018,0.001171687,0.0008337529,0.005464266,0.009562722,0.01022246,0.001721088,0.001900888,0.3139339],"category_scores_gemma":[0.002977248,0.0006671024,0.0005116784,0.0118359,0.00167055,0.002620165,0.002184104,0.002342127,0.109574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0345609,"about_ca_system_score_gemma":0.06453172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9002601,"about_ca_topic_score_gemma":0.9683455,"domain_scores_codex":[0.9979691,0.00006228546,0.0000360828,0.0001203376,0.001453906,0.0003583389],"domain_scores_gemma":[0.9967675,0.0001293507,0.00004771735,0.0001143901,0.002421169,0.0005198051],"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":[0.000003155327,0.000002387815,0.00003223234,0.00002775765,6.683143e-7,0.0000105777,0.00003760287,0.00001639275,0.00003026833,0.003664822,0.9817583,0.01441598],"study_design_scores_gemma":[6.903366e-7,6.516333e-7,0.0001799833,0.00003855358,8.330869e-7,0.000007132919,0.00007429328,0.000006911432,0.00002317979,0.0002418123,0.9994224,0.000003471169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000340773,0.01779991,0.0003991071,0.01108595,0.01348049,0.00009839405,0.004947387,0.0005000079,0.951348],"genre_scores_gemma":[0.002150331,0.006379573,0.0004559499,0.001443789,0.0007200088,0.00002403564,0.00168339,0.0002643912,0.9868786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3139339,"threshold_uncertainty_score":0.9785901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060366259037107,"score_gpt":0.2169948334977844,"score_spread":0.1963911709074133,"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."}}