{"id":"W4392050051","doi":"10.1515/9781800100350-001","title":"Acknowledgments","year":2020,"lang":"en","type":"book-chapter","venue":"Boydell and Brewer eBooks","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Dalhousie University; Durham University","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004789336,0.0002746871,0.0003284946,0.00005532577,0.0002631774,0.00008322044,0.00009706864,0.0001024644,0.001634975],"category_scores_gemma":[0.00001731572,0.0002230887,0.0001061829,0.000001475059,0.0002486904,0.000009284448,0.0001221712,0.0002558811,0.0004751329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002508862,"about_ca_system_score_gemma":0.00002008423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000282364,"about_ca_topic_score_gemma":0.0002304396,"domain_scores_codex":[0.9991335,0.000003402489,0.0002369134,0.0002951843,0.0001677106,0.0001632623],"domain_scores_gemma":[0.9994866,0.00003072427,0.0000894178,0.0001337454,0.000136791,0.0001226956],"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":[0.00001176733,0.000004666109,2.369175e-7,0.00006888214,0.00008591854,0.0000664211,0.006614811,3.424464e-9,0.000001281016,0.9324394,0.0495965,0.01111007],"study_design_scores_gemma":[0.0001224594,0.00006890293,4.454781e-7,0.00006731496,0.00009032364,0.000001183184,0.0001320826,0.00000184682,0.000002303868,0.01865931,0.9805674,0.0002864109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002333336,0.002344653,0.000007982709,0.00006037301,0.00104792,0.0001207047,0.0001023102,0.00006798654,0.9962457],"genre_scores_gemma":[0.005900683,0.00004487268,0.0000320395,0.0008076731,0.003396876,0.000003140631,0.00002101494,0.00004962149,0.9897441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9309709,"threshold_uncertainty_score":0.9992777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714201926946778,"score_gpt":0.2078097435244628,"score_spread":0.170667724254995,"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."}}