{"id":"W7084769156","doi":"10.48495/z316qc77m","title":"Henry Labouchere to M.E. O'Brien, 5th August. IE TCD MS 9384/1228","year":2025,"lang":"en","type":"other","venue":"Digital Collections (East Carolina University)","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MEDLINE","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002091123,0.0003677897,0.0003497422,0.001919297,0.000276967,0.00025464,0.0002881209,0.0003562728,0.003075777],"category_scores_gemma":[0.00005969921,0.0004783124,0.0001652178,0.003498634,0.00005093238,0.0003545389,0.00007568362,0.0003508612,0.0005896816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003805135,"about_ca_system_score_gemma":0.0003310495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001319154,"about_ca_topic_score_gemma":0.0006244754,"domain_scores_codex":[0.998873,0.00001815275,0.0001844096,0.0004057114,0.0002028041,0.0003159082],"domain_scores_gemma":[0.9991655,0.00004177958,0.00006136965,0.0003271371,0.0001762209,0.0002279545],"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":[0.00003030866,0.00006505588,0.00006756116,0.0001350127,0.0001971591,0.00005636172,0.00007989284,0.002303653,0.00001205079,0.002029451,0.9945812,0.000442293],"study_design_scores_gemma":[0.0003681474,0.00003853864,0.00002430168,0.0001102546,0.00006025532,0.00001491488,0.0003308622,0.0001653888,0.00004572765,0.00004620091,0.9983587,0.000436744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008119411,0.0001821385,0.007059508,0.00007320864,0.001041188,0.0003447323,0.0006022191,0.001491586,0.9891242],"genre_scores_gemma":[0.01034537,0.0001156806,0.0001212744,0.00005501374,0.0002143769,0.000006540431,0.0001275287,0.0001781944,0.988836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01026418,"threshold_uncertainty_score":0.9997668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007631672849481344,"score_gpt":0.2004792868683709,"score_spread":0.1928476140188896,"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."}}