{"id":"W2494865386","doi":"10.1016/j.hm.2016.07.001","title":"Book Review","year":2016,"lang":"es","type":"article","venue":"Historia Mathematica","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001151034,0.0005817037,0.001190301,0.0001601125,0.0001563024,0.00004941813,0.0007261409,0.0001887519,0.07045602],"category_scores_gemma":[0.00199869,0.0003768429,0.0004157623,0.0003528105,0.0003225641,0.0004423049,0.0001719177,0.000162691,0.3374521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752421,"about_ca_system_score_gemma":0.0002359821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002171555,"about_ca_topic_score_gemma":2.11899e-7,"domain_scores_codex":[0.9962078,0.0002829151,0.001142045,0.0006832633,0.0009483192,0.0007356136],"domain_scores_gemma":[0.9959564,0.0005752304,0.0007421516,0.002101213,0.0002482603,0.0003767209],"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":[0.00001583975,0.0002410868,0.000001850242,0.01108285,0.0000893641,0.00002560294,0.0001459264,2.152335e-9,0.003599393,0.04821624,0.9355627,0.001019178],"study_design_scores_gemma":[0.0005801745,0.00006902521,0.00000616896,0.04917533,0.000631858,0.00005372666,0.000002031842,0.000002120457,0.0002758834,0.002508841,0.9461247,0.000570168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000007948226,0.8836869,0.0004373978,0.01053284,0.001921499,0.001163712,0.000144299,0.000454194,0.1016512],"genre_scores_gemma":[0.0003273562,0.4044492,0.003914493,0.01421675,0.002191132,0.0004825776,0.00001095508,0.0009075474,0.5735],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4792377,"threshold_uncertainty_score":0.9998683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989476201816856,"score_gpt":0.2729304865946285,"score_spread":0.25303572457646,"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."}}