{"id":"W2483493519","doi":"10.1057/9780230596320_7","title":"A Few Last Words...","year":2000,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Migration, Policy, and Dickens Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Point (geometry); Art; Visual arts; History; Literature; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003115505,0.0005372217,0.0006244954,0.0002764549,0.000992861,0.0001402357,0.0004506134,0.0004968711,0.003053567],"category_scores_gemma":[0.00006030793,0.0005205627,0.0003675088,0.00003620019,0.0008264828,9.428658e-7,0.00009811492,0.0003214087,0.001328043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568008,"about_ca_system_score_gemma":0.000346594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003102941,"about_ca_topic_score_gemma":0.07441084,"domain_scores_codex":[0.9974262,0.00008139047,0.0004769466,0.0005816031,0.0007369441,0.0006969809],"domain_scores_gemma":[0.998649,0.0001539257,0.0002412105,0.0004966711,0.000144569,0.0003146057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001602076,3.651863e-7,0.0001194785,0.00001877673,0.0001024951,0.00002069546,0.02469758,2.233171e-7,0.000001998133,0.9613417,0.001409989,0.01227061],"study_design_scores_gemma":[0.0001794438,0.00004037141,0.0001331004,0.00009736255,0.00007447002,0.000002938813,0.0006937229,4.682967e-7,0.000004190184,0.7295448,0.2687428,0.0004864088],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0001774957,0.002057601,0.000006886657,0.0001852977,0.0003263065,0.0005473587,0.00009206168,0.0002267643,0.9963802],"genre_scores_gemma":[0.8041975,0.002229299,0.00005319785,0.0005251063,0.001922129,0.00003279534,0.00003349142,0.00007121261,0.1909353],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.805445,"threshold_uncertainty_score":0.9997246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717143965820963,"score_gpt":0.2774826404618562,"score_spread":0.2503112008036466,"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."}}