{"id":"W4382465095","doi":"10.1515/9780773599161-004","title":"Acknowledgments","year":2016,"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":"Geography; 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"],"consensus_categories":[],"category_scores_codex":[0.000167997,0.000349657,0.0004367932,0.0001575009,0.00156574,0.00004803135,0.000641089,0.0005166108,0.0002877362],"category_scores_gemma":[0.00003603399,0.0003712122,0.000267028,0.00001130201,0.0007173003,0.000160135,0.0005245333,0.000315963,0.0002195253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004877451,"about_ca_system_score_gemma":0.0001078472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307176,"about_ca_topic_score_gemma":0.000006606957,"domain_scores_codex":[0.998088,0.00009053462,0.0001838754,0.0005431693,0.0005465081,0.0005478922],"domain_scores_gemma":[0.9987674,0.0001086636,0.0002101161,0.0003295181,0.0003356608,0.000248685],"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":[0.00003643531,0.00001238294,0.000005126545,0.00003132601,0.0002005359,0.0002069405,0.0003135131,4.634429e-8,0.00000111531,0.7291588,0.2639109,0.006122876],"study_design_scores_gemma":[0.0004631771,0.0000316418,0.000007198251,0.0002858348,0.0001323245,4.388146e-7,0.0001768898,4.802566e-8,0.00002791224,0.0009730473,0.9974275,0.0004740515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000220211,0.000007102116,0.000009833972,0.0003153878,0.0006279202,0.0004048214,0.0004786102,0.0002430108,0.9979111],"genre_scores_gemma":[0.0006932176,0.001082457,0.00004383865,0.0001126137,0.0004319985,0.000001248465,0.000008343236,0.00003993374,0.9975864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7335166,"threshold_uncertainty_score":0.999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055394534126778,"score_gpt":0.2373872163299322,"score_spread":0.2168332709886644,"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."}}