{"id":"W6887775899","doi":"10.17613/bdcqc-a6e55","title":"Pimp my ride: early Imperial cavalry, saddle plates, and long-reining","year":2020,"lang":"en","type":"article","venue":"Knowledge Commons (Lakehead University)","topic":"Historical and Architectural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"","keywords":"Saddle; Focus (optics); Set (abstract data type); Key (lock)","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":[],"consensus_categories":[],"category_scores_codex":[0.00003816873,0.0002127356,0.0003022394,0.0001130063,0.001100724,0.00009675675,0.0002506991,0.00005079406,0.0004019665],"category_scores_gemma":[0.00003616177,0.0001964662,0.0001001004,0.0001494581,0.000423449,0.0001961766,0.0003383594,0.0002585039,0.0001963599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007190483,"about_ca_system_score_gemma":0.00003644828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002888675,"about_ca_topic_score_gemma":0.06181578,"domain_scores_codex":[0.9990758,0.00007130633,0.000147043,0.0003032919,0.00009657223,0.0003059737],"domain_scores_gemma":[0.9993716,0.0001309777,0.00005148471,0.0001220559,0.00007958063,0.0002443331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007417746,0.0003844301,0.04879047,0.000319164,0.0005388619,0.0006977315,0.4767167,0.0000118462,0.0005681013,0.3620635,0.06511037,0.04405705],"study_design_scores_gemma":[0.0007264505,0.000258615,0.003511879,0.0000323364,0.00005832401,0.000002869847,0.0007363993,0.00002529734,0.00003047386,0.0001363386,0.9941856,0.0002954701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7739401,0.001123722,0.00003637015,0.001160303,0.0004101569,0.0001264773,0.00005210662,0.0001872805,0.2229634],"genre_scores_gemma":[0.9826322,0.000005403626,0.000007189197,0.00001912394,0.0006825097,8.210621e-7,0.00001029391,0.00001672215,0.01662571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9290752,"threshold_uncertainty_score":0.9553036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04660978458487219,"score_gpt":0.2088670282209252,"score_spread":0.162257243636053,"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."}}