{"id":"W7097226118","doi":"","title":"Acknowledgements","year":2010,"lang":"en","type":"article","venue":"","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Subject (documents)","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":[0.0001827633,0.00004499176,0.0000448134,0.00004427994,0.00008392391,0.0001899517,0.0004892696,0.00002033787,0.00130467],"category_scores_gemma":[0.00009511392,0.00003593709,0.00001678926,0.0001092263,0.00001130576,0.0006382363,0.0001555117,0.00007318062,0.003438433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000283093,"about_ca_system_score_gemma":0.0000231869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.031299e-7,"about_ca_topic_score_gemma":0.000001711105,"domain_scores_codex":[0.9995693,0.000003081388,0.0001378833,0.00007944395,0.0001055391,0.0001047775],"domain_scores_gemma":[0.9994953,0.00001602279,0.00005060932,0.0002508661,0.0001462633,0.00004088329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[2.182918e-7,0.00006290486,0.0003414057,0.00005675478,0.000006549364,5.299082e-7,0.002993755,0.000005418598,0.0007358188,0.6299257,0.08401388,0.281857],"study_design_scores_gemma":[0.0002376574,0.00001349643,0.0005977547,0.00001166919,0.000001359051,0.000008328524,0.00003638314,0.7297494,0.009953055,0.05611333,0.2030664,0.0002110964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004573599,0.000001779266,0.7072456,0.00009913785,0.0007876906,0.00002498199,2.474403e-8,0.000156102,0.2871111],"genre_scores_gemma":[0.3214595,8.480756e-7,0.6649857,0.00107617,0.0001786616,0.00000324519,5.528231e-7,0.000004242113,0.01229118],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.729744,"threshold_uncertainty_score":0.9996083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132007738477383,"score_gpt":0.2501682367390003,"score_spread":0.2388481593542265,"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."}}