{"id":"W4403861212","doi":"10.5325/dickstudannu.55.2.0273","title":"Recent Dickens Studies: 2022 Concluded","year":2024,"lang":"en","type":"article","venue":"Dickens Studies Annual","topic":"Historical Psychiatry and Medical Practices","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001984557,0.0002615332,0.0001937435,0.002895409,0.004879655,0.005494345,0.0007612932,0.001766095,0.02652111],"category_scores_gemma":[0.003684333,0.0001970495,0.000132232,0.00284537,0.006949979,0.003555799,0.002670908,0.002251767,0.001135582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01106828,"about_ca_system_score_gemma":0.004264357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03508819,"about_ca_topic_score_gemma":0.05300947,"domain_scores_codex":[0.9990403,0.0002476939,0.00003815456,0.000205116,0.0002431622,0.0002255861],"domain_scores_gemma":[0.9985368,0.0006299539,0.0001627973,0.00008396613,0.0002806569,0.0003057542],"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":[0.00005975508,0.00003266548,0.002072983,0.0004343389,0.000008810504,0.0002467975,0.03293055,0.00005606927,0.0002184752,0.7465327,0.147727,0.06967994],"study_design_scores_gemma":[0.000002821814,0.000005551071,0.003281388,0.0002969328,0.000002488481,0.00006784112,0.01052561,0.00001371641,0.0001034532,0.007932865,0.9777624,0.000005058812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.08275492,0.1371684,0.000614154,0.1919307,0.006414101,0.0000272356,0.0005558381,0.00002957674,0.5805051],"genre_scores_gemma":[0.7716534,0.061163,0.0003896549,0.02012653,0.003841806,0.00003663243,0.0002838517,0.000050525,0.1424547],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03508819,"threshold_uncertainty_score":0.08872199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007056562294302,"score_gpt":0.4595171282667778,"score_spread":0.3588114720373476,"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."}}