{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003114654,0.0006978163,0.0007592928,0.002415868,0.00171542,0.002415784,0.001969578,0.001111992,0.4224291],"category_scores_gemma":[0.02302865,0.0002683515,0.0004446355,0.002134823,0.0006456203,0.002531316,0.002962081,0.002260737,0.3044202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002177399,"about_ca_system_score_gemma":0.0029085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004371456,"about_ca_topic_score_gemma":0.005520171,"domain_scores_codex":[0.9969718,0.0005472243,0.000185186,0.0003872206,0.001761183,0.0001473091],"domain_scores_gemma":[0.9844698,0.002392186,0.0004486962,0.001101274,0.01035335,0.001234792],"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":[0.00002143225,0.00001005057,0.0001243649,0.0001303758,0.000002243435,0.00009191642,0.0003390953,0.0000537702,0.000165706,0.01251233,0.9505249,0.03602366],"study_design_scores_gemma":[0.000001922177,0.000002420581,0.0001021983,0.00006724417,0.000001200024,0.00006946188,0.0001156088,0.00001823626,0.00004049566,0.001331865,0.9982471,0.000002172138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002626644,0.008552171,0.01481153,0.0599258,0.06939501,0.0007436579,0.03366597,0.002599932,0.8076794],"genre_scores_gemma":[0.007230832,0.002586798,0.006211961,0.006075479,0.003734693,0.0004136722,0.01264127,0.001869396,0.959236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5775709,"threshold_uncertainty_score":0.8238348,"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."}}