{"id":"W3097958555","doi":"10.1353/vcr.2020.0008","title":"The Problem with Brothers in the Nineteenth-Century English Novel","year":2020,"lang":"en","type":"article","venue":"Victorian review","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Genealogy","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":[],"consensus_categories":[],"category_scores_codex":[0.0003554317,0.0001535856,0.000237534,0.00001632593,0.0001884495,0.0002901333,0.0005151714,0.000019959,0.0004869243],"category_scores_gemma":[0.00006329206,0.00006455815,0.0001059034,0.0001970769,0.0001144933,0.0001262832,0.0000292965,0.0002377327,0.00004082331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001653036,"about_ca_system_score_gemma":0.00002266198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001172235,"about_ca_topic_score_gemma":0.0002086756,"domain_scores_codex":[0.9989721,0.0001166236,0.0002779277,0.000189038,0.0002496302,0.0001947014],"domain_scores_gemma":[0.9992854,0.0001285927,0.0001116096,0.0003367263,0.00009653953,0.00004114195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002544263,0.00006646082,0.0001003946,0.001161898,0.0001813269,0.000007178282,0.1506582,0.000002205473,0.000005800552,0.778349,0.062121,0.007321117],"study_design_scores_gemma":[0.0001524791,0.00004895161,0.000005823298,0.000728815,0.00009569841,7.713624e-7,0.001112932,0.000002504798,6.483954e-7,0.00006026884,0.9976863,0.0001048649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.000238763,0.5417877,0.00006604302,0.05230621,0.001248277,0.002926144,0.00007556278,0.0002018532,0.4011494],"genre_scores_gemma":[0.4444422,0.3212147,0.001767136,0.1830412,0.03715509,0.001692408,0.0002186231,0.0003839886,0.0100846],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9355652,"threshold_uncertainty_score":0.5331479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709065714249558,"score_gpt":0.2124880048763989,"score_spread":0.1953973477339033,"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."}}