{"id":"W7093922090","doi":"","title":"Book Reviews","year":2016,"lang":"","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battle; Race (biology); First world war; Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0004946723,0.0004434213,0.0006930421,0.004144676,0.001835646,0.0005947215,0.00143542,0.0003273107,0.008105447],"category_scores_gemma":[0.0002348731,0.0004820413,0.0007126687,0.002437854,0.003263345,0.001658839,0.0003996714,0.0003239813,0.01056103],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00445895,"about_ca_system_score_gemma":0.001869584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03382053,"about_ca_topic_score_gemma":0.1979714,"domain_scores_codex":[0.9964157,0.0003605574,0.0006319036,0.0008064875,0.0005417535,0.001243632],"domain_scores_gemma":[0.9971694,0.0002432613,0.0004859875,0.0009388289,0.0001321488,0.001030354],"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":[0.00007103288,0.0001664716,0.0001486888,0.00004631811,0.00008753252,0.000243772,0.0005694173,4.527373e-7,0.0001030306,0.0328423,0.8045639,0.161157],"study_design_scores_gemma":[0.000670518,0.00008558561,0.00007090037,0.0003817797,0.000112031,0.000006548268,0.0003184921,0.000001492197,0.00002403619,0.0004612455,0.997137,0.0007304168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004173791,0.0219429,0.001895449,0.01084299,0.0009277014,0.001193799,0.004841486,0.0004711172,0.9574672],"genre_scores_gemma":[0.02418883,0.2071119,0.00006038447,0.001702543,0.000260919,0.000005264335,0.00002752314,0.00007471055,0.766568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.192573,"threshold_uncertainty_score":0.9997631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687339246577273,"score_gpt":0.2139646762832255,"score_spread":0.1970912838174527,"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."}}