{"id":"W190409462","doi":"","title":"Blazing Trails Toward Digital History Scholarship","year":2001,"lang":"en","type":"article","venue":"Histoire sociale","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Digital scholarship; Art; History; Visual arts; Political science; Law; Humanities","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.0001742356,0.0002580408,0.0003765811,0.0002147707,0.001024052,0.0001580647,0.0002970402,0.0001004444,0.0101853],"category_scores_gemma":[0.0001202899,0.0002781249,0.0003660069,0.00008253637,0.001135152,0.001055708,0.0000326274,0.0003130359,0.001066531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00239117,"about_ca_system_score_gemma":0.0002302922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002489731,"about_ca_topic_score_gemma":0.001596462,"domain_scores_codex":[0.9983945,0.00007350037,0.000350269,0.0003847026,0.0003955403,0.0004014708],"domain_scores_gemma":[0.9991339,0.00004402953,0.0001931711,0.0002733203,0.0002154467,0.000140139],"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":[0.0001047693,0.0005827607,0.00178422,0.00008626662,0.0002920471,0.0002161873,0.2992863,0.000003064313,0.0009189619,0.07913021,0.4768313,0.1407639],"study_design_scores_gemma":[0.0002798924,0.00005060404,0.0001487149,0.00001726593,0.00006374741,0.000003048397,0.006985637,0.000005425319,0.00001141637,0.00140947,0.9906706,0.0003541995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08462384,0.009035517,0.00005292919,0.001556763,0.003184689,0.0001969237,0.00004057703,0.0004075043,0.9009013],"genre_scores_gemma":[0.7168782,0.00002001279,0.00002544659,0.000482605,0.001259145,0.00001597176,0.00003033473,0.00004358814,0.2812447],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6322544,"threshold_uncertainty_score":0.9999671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07481752001228462,"score_gpt":0.2338470243729844,"score_spread":0.1590295043606998,"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."}}