{"id":"W4410031223","doi":"10.5206/mirror.v45i1.21261","title":"Lines in the Sand","year":2025,"lang":"en","type":"article","venue":"The Mirror - Undergraduate History Journal","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002668218,0.0001392876,0.0001927863,0.0001052055,0.001987786,0.00007868556,0.0009012231,0.00007106325,0.0001407799],"category_scores_gemma":[0.0001820745,0.00008526875,0.0002067886,0.0004282137,0.001540747,0.000161929,0.00002662505,0.0006913435,0.00004073913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382274,"about_ca_system_score_gemma":0.0009472599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002219337,"about_ca_topic_score_gemma":0.002959955,"domain_scores_codex":[0.9975408,0.001107398,0.0003063555,0.0001635041,0.0004975323,0.0003844124],"domain_scores_gemma":[0.9990047,0.0003566398,0.0002068078,0.0002695555,0.00008613311,0.00007622613],"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":[0.00004139835,0.0001435949,0.00137923,0.0000102421,0.0000548001,0.0000335735,0.1238801,0.000008733564,0.0004043054,0.02983422,0.8392702,0.004939542],"study_design_scores_gemma":[0.0002879382,0.00001915351,0.001919172,0.00002896613,0.00003415209,0.00001221732,0.02453574,0.00001116923,0.000002728654,0.01121828,0.9618207,0.0001097885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08897512,0.02535028,0.0004939823,0.2119586,0.007325841,0.0005702585,0.000003164813,0.00011076,0.665212],"genre_scores_gemma":[0.9254576,0.00226998,0.0002407856,0.006511385,0.0004144805,0.00001588021,7.875987e-7,0.000014974,0.06507416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8364825,"threshold_uncertainty_score":0.9993115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03292333645242115,"score_gpt":0.3084020303363981,"score_spread":0.2754786938839769,"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."}}