{"id":"W7100579454","doi":"","title":"Acknowledgements","year":2016,"lang":"en","type":"article","venue":"","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Public health; Health promotion; Work (physics); Field (mathematics)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003801514,0.0000400732,0.00004272837,0.00002651837,0.000101772,0.00005346899,0.00008666507,0.000008840457,0.1385696],"category_scores_gemma":[0.001639673,0.0000227689,0.00002810869,0.000004742402,0.00007110514,0.00009489856,0.00005123019,0.00001164901,0.02467057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001362084,"about_ca_system_score_gemma":0.000005028666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004388708,"about_ca_topic_score_gemma":0.001157729,"domain_scores_codex":[0.9997113,0.000005823634,0.00005183005,0.00007478741,0.00006504284,0.00009121605],"domain_scores_gemma":[0.9989343,0.00001337008,0.00001359896,0.00008616117,0.0009246293,0.00002799508],"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":[0.000002321497,0.00003212996,0.005498996,0.000005224898,0.00001603922,0.000001834251,0.006718612,2.04089e-9,0.000004143459,0.04029885,0.9452143,0.002207541],"study_design_scores_gemma":[0.0002579151,0.00001357152,0.0004654531,0.000009029958,0.00001144674,9.486368e-9,0.003168171,6.897952e-7,0.0001958669,0.004272028,0.9915185,0.00008733299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1169588,0.000040816,0.0001820528,0.00005615063,0.03472046,0.00006138241,0.00002904858,0.0001389047,0.8478124],"genre_scores_gemma":[0.5400677,0.000007544038,0.00002737449,0.0002203177,0.01551281,7.169361e-7,0.000001352058,0.000003981384,0.4441582],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4231089,"threshold_uncertainty_score":0.9760888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087539708596787,"score_gpt":0.2227577277290064,"score_spread":0.1918823306430386,"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."}}