{"id":"W4382461755","doi":"10.1515/9780773550780-002","title":"Acknowledgments","year":2017,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology","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"],"consensus_categories":[],"category_scores_codex":[0.0001902798,0.0003551124,0.0004810222,0.0001366804,0.003486535,0.0001166257,0.001000002,0.0005519862,0.0001579744],"category_scores_gemma":[0.00005727228,0.0004414556,0.0002842091,0.000004856103,0.0009077937,0.0001980443,0.0006864702,0.0004472947,0.0001364126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003795609,"about_ca_system_score_gemma":0.0001236282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005305364,"about_ca_topic_score_gemma":0.00001996284,"domain_scores_codex":[0.998138,0.00007432859,0.0001674056,0.0005492975,0.0005484776,0.0005225149],"domain_scores_gemma":[0.998497,0.00006860803,0.000318679,0.0005258252,0.0003434173,0.0002464434],"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":[0.00004337992,0.00001893796,0.000009374601,0.00005447927,0.0002919341,0.0004502173,0.0006154006,1.752696e-7,5.659762e-7,0.5704751,0.4217918,0.006248637],"study_design_scores_gemma":[0.0004057212,0.00002978133,0.00001727673,0.0002350371,0.0001743435,4.939056e-7,0.0002025923,1.521178e-7,0.0000170472,0.0006468798,0.9977881,0.0004825689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000244193,0.000008011559,0.000003507458,0.0002132549,0.0007363398,0.0004215403,0.0003676929,0.0001989197,0.9980483],"genre_scores_gemma":[0.0009891618,0.001140927,0.00005114726,0.00007837735,0.0004087014,0.000001142914,0.0000172136,0.00003786355,0.9972755],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5759963,"threshold_uncertainty_score":0.9998037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665354494516687,"score_gpt":0.2526760720630621,"score_spread":0.2260225271178952,"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."}}