{"id":"W4393344999","doi":"10.18356/9789213586686c002","title":"Acknowledgements","year":2024,"lang":"en","type":"book-chapter","venue":"Statistical standards and studies","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":[],"category_scores_codex":[0.0002624431,0.0002402874,0.0004395859,0.00005367904,0.0001334059,0.0000440816,0.00003420703,0.00009866229,0.002277145],"category_scores_gemma":[0.0007384638,0.0001795558,0.00004660272,0.0000130204,0.0001754591,0.00002176522,0.0001089369,0.0001737289,0.000137853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275275,"about_ca_system_score_gemma":0.00003286754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.553008e-7,"about_ca_topic_score_gemma":0.00007259512,"domain_scores_codex":[0.9988527,0.000006982917,0.0003267463,0.0002614702,0.0004148135,0.0001372394],"domain_scores_gemma":[0.998856,0.0003824693,0.0000706447,0.0001072094,0.0005222673,0.00006142379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008704111,0.000003422802,0.000003111567,0.0005250424,0.0002052935,0.00001349124,0.0001546105,2.933436e-8,5.546493e-8,0.7115553,0.2741894,0.0133416],"study_design_scores_gemma":[0.00007314868,0.00003925512,0.00001841168,0.000242649,0.000174005,0.000001309326,0.00001630887,0.00003512876,1.623291e-7,0.5744926,0.4247896,0.000117316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001299858,0.01188966,0.01058233,0.0003101216,0.0009723458,0.0003363772,0.01010313,0.0001254148,0.9656676],"genre_scores_gemma":[0.0006607906,0.003561949,0.01112783,0.00004580444,0.0004772955,0.00001599342,0.0001491421,0.00008073846,0.9838805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1506003,"threshold_uncertainty_score":0.9986349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09462044764791912,"score_gpt":0.4186136741006218,"score_spread":0.3239932264527027,"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."}}