{"id":"W2291531308","doi":"10.1353/dqt.2015.0044","title":"The Forty-Sixth Annual Dickens Society Meeting: Halifax, Nova Scotia, Canada","year":2015,"lang":"en","type":"article","venue":"Dickens quarterly","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Revenue; Audit; Nova scotia; Outreach; Library science; Political science; History; Management; Law; Business; Accounting; Economics","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008692398,0.0003478271,0.0004760604,0.00008538592,0.0006897548,0.002182422,0.004290543,0.0002442668,0.00008302018],"category_scores_gemma":[0.003499746,0.000210228,0.0002489233,0.001118201,0.0004107515,0.001623968,0.0002400686,0.0007996805,0.0003773787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002835057,"about_ca_system_score_gemma":0.002250392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5601985,"about_ca_topic_score_gemma":0.7908668,"domain_scores_codex":[0.9925083,0.0004028321,0.00116367,0.0008498539,0.004089344,0.0009860044],"domain_scores_gemma":[0.9942832,0.001991177,0.0005713683,0.001261573,0.001147343,0.0007453301],"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":[0.00002059625,0.00002023606,0.02109252,0.000001616055,0.00003526106,0.00001482209,0.006465988,0.00001916017,0.000005865174,0.0005458559,0.9514098,0.02036827],"study_design_scores_gemma":[0.0009883543,0.0002692546,0.01445117,0.00003639668,0.00003514279,0.00005171356,0.09940108,0.001623215,0.00006523776,0.01393361,0.8685042,0.0006405744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9115372,0.001172971,0.001608221,0.0331577,0.007009338,0.0005514062,0.0005482617,0.0001969477,0.04421795],"genre_scores_gemma":[0.9889239,0.00000457606,0.0002437411,0.003068329,0.0007411998,0.000008640231,0.00003268514,0.00003417788,0.006942772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2306683,"threshold_uncertainty_score":0.9988534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0612576563261668,"score_gpt":0.3448480138905533,"score_spread":0.2835903575643865,"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."}}