{"id":"W4394272402","doi":"10.6084/m9.figshare.3560631","title":"Data Paper. Data Paper","year":2016,"lang":"en","type":"dataset","venue":"Figshare","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":["insufficient_payload"],"category_scores_codex":[0.0001601872,0.0003024035,0.0003322895,0.00006010169,0.0001052226,0.00009504762,0.002848613,0.0003607713,0.7429997],"category_scores_gemma":[0.007090378,0.0002305613,0.00004028917,0.00008621035,0.000006022923,0.0008415356,0.002542531,0.0002674925,0.01083377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003478003,"about_ca_system_score_gemma":0.0001176412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002946475,"about_ca_topic_score_gemma":0.0006473241,"domain_scores_codex":[0.9981205,0.00006179941,0.0004452815,0.0006980148,0.0004168339,0.0002575189],"domain_scores_gemma":[0.9915981,0.0005678901,0.000399688,0.007243632,0.00009647959,0.0000942553],"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":[0.000002982226,0.00003227639,4.002082e-7,0.0006913456,0.00003107944,0.00001051337,0.000002290275,9.808702e-8,3.707959e-7,0.00002050959,0.9969751,0.00223303],"study_design_scores_gemma":[0.0001697676,0.00000679855,0.00005068028,0.002551609,0.0000701541,0.00001011425,0.000001088091,0.0001063555,3.171014e-7,0.0008225908,0.9958811,0.0003294686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[4.305619e-8,0.0001892252,0.00000235788,0.0002693725,0.0001864021,0.0003182937,0.9984441,0.00008135712,0.0005088197],"genre_scores_gemma":[7.034075e-7,0.00003599811,0.0004034397,0.0003820704,0.0009747737,0.00004005747,0.9975238,0.00004378595,0.000595325],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.732166,"threshold_uncertainty_score":0.9899364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3306610532915394,"score_gpt":0.4097660403013068,"score_spread":0.07910498700976737,"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."}}