{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002568304,0.0006363656,0.0005656104,0.001530299,0.002293209,0.003707825,0.001626119,0.001232732,0.3355899],"category_scores_gemma":[0.01280744,0.0002510601,0.0003831106,0.00127234,0.000758214,0.002634443,0.003098853,0.002604894,0.2380068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002732396,"about_ca_system_score_gemma":0.003685147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004782752,"about_ca_topic_score_gemma":0.009823879,"domain_scores_codex":[0.9969648,0.0006743642,0.0001309514,0.0004282262,0.001593424,0.0002083144],"domain_scores_gemma":[0.9920075,0.0009688644,0.0002483463,0.000515244,0.004769482,0.00149056],"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":[0.00001903913,0.000009370221,0.0001831797,0.00009965587,0.000001891785,0.00007257023,0.0006287666,0.00002618962,0.0001362458,0.01066701,0.9608092,0.02734693],"study_design_scores_gemma":[0.000001418402,0.000002014553,0.00009694428,0.00005897827,7.932686e-7,0.00004832732,0.0002158852,0.000009841718,0.00002775041,0.0006007081,0.9989353,0.000001959898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002035803,0.005519939,0.005902349,0.07216282,0.05266272,0.0004937885,0.009731771,0.001569001,0.8499219],"genre_scores_gemma":[0.008911656,0.002355593,0.004306745,0.0118999,0.003670467,0.0002586063,0.004757086,0.001183268,0.9626567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6644101,"threshold_uncertainty_score":0.9477004,"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."}}