{"id":"W4241769823","doi":"10.1353/dqt.2015.0005","title":"Dickens Society 20 th Annual Symposium: “Liquid Dickens”: Saint Mary’s University, Halifax 8–10 July 2015","year":2015,"lang":"en","type":"article","venue":"Dickens quarterly","topic":"Migration, Policy, and Dickens Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"SAINT; History; Art history","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00149875,0.0005735768,0.0006907539,0.0002376997,0.001701594,0.0002206458,0.0008869686,0.000443828,0.0002395445],"category_scores_gemma":[0.0001516584,0.0005814408,0.0005083842,0.0008112558,0.001594241,0.0009028901,0.0001567218,0.000411238,0.001449837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009529236,"about_ca_system_score_gemma":0.001151318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02227387,"about_ca_topic_score_gemma":0.0382735,"domain_scores_codex":[0.9949743,0.0006898869,0.0005999284,0.0008790052,0.00147916,0.00137769],"domain_scores_gemma":[0.9965838,0.0002540732,0.0003423408,0.0007027875,0.001025492,0.001091526],"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":[0.0001436704,0.0002135732,0.001338577,0.00002186841,0.0001480574,0.00003906232,0.2878561,0.000009546599,0.00006398999,0.009277073,0.7004871,0.0004013766],"study_design_scores_gemma":[0.00141126,0.00126972,0.0009191576,0.00004448272,0.0001439265,0.000009251872,0.165791,0.00005924536,0.00002314721,0.001286672,0.8282843,0.0007578689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6728947,0.00233362,0.001165106,0.04495842,0.003578494,0.002056145,0.002714693,0.001935539,0.2683633],"genre_scores_gemma":[0.9301586,0.0006950753,0.0005375723,0.001675677,0.002588867,0.00002222921,0.0003047266,0.00009298712,0.06392427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2572639,"threshold_uncertainty_score":0.9996637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172443295136104,"score_gpt":0.2833699398296249,"score_spread":0.2616455068782639,"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."}}