{"id":"W4392323198","doi":"10.1515/9781787442856-001","title":"Acknowledgments","year":2018,"lang":"en","type":"book-chapter","venue":"Boydell and Brewer eBooks","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Ministry of Education, India; Montclair State University","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003396454,0.0002161076,0.0002340573,0.0001061472,0.0004746835,0.00005034871,0.000192957,0.0004874872,0.002987963],"category_scores_gemma":[0.00001044442,0.0001977006,0.0001081297,0.000007329421,0.00081819,0.00003357439,0.00007676493,0.000214292,0.001435332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009108891,"about_ca_system_score_gemma":0.0001897991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008181018,"about_ca_topic_score_gemma":0.0008020925,"domain_scores_codex":[0.9988595,0.00001821121,0.0001959722,0.0003264522,0.0003160676,0.000283777],"domain_scores_gemma":[0.9993417,0.00003255253,0.0001114409,0.0002008765,0.0001020998,0.0002113596],"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":[0.00003378331,0.00001274894,0.00002124798,0.00004780138,0.00008645024,0.00004012529,0.01258089,1.763877e-9,0.000009346722,0.5543727,0.3625094,0.07028544],"study_design_scores_gemma":[0.0001291627,0.00003178657,0.00002094669,0.00009240549,0.00004223572,0.00000126642,0.0001486405,1.668025e-7,0.000006072131,0.02489134,0.9743702,0.0002657755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005738148,0.001087667,0.000007698082,0.00006477287,0.001369516,0.0002032513,0.000009247121,0.00008370894,0.9971167],"genre_scores_gemma":[0.001718137,0.0001644963,0.00007329752,0.0003803387,0.002144218,0.000003074098,0.000004904486,0.0000371464,0.9954744],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6118608,"threshold_uncertainty_score":0.9993421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295130938920431,"score_gpt":0.2633758644898598,"score_spread":0.2338627705978167,"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."}}