{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00253621,0.001531751,0.001355688,0.005092587,0.001279072,0.004452402,0.002320313,0.002355271,0.7337068],"category_scores_gemma":[0.02431952,0.001237288,0.0009571959,0.008809189,0.0004938448,0.004238964,0.002219323,0.002328482,0.615335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002063612,"about_ca_system_score_gemma":0.004109736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658839,"about_ca_topic_score_gemma":0.008319849,"domain_scores_codex":[0.9979144,0.000215822,0.0003307783,0.0004173987,0.0007929028,0.0003286558],"domain_scores_gemma":[0.9787162,0.006479998,0.001152276,0.003442521,0.008942121,0.001266884],"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":[0.00005036519,0.00001600209,0.0003547524,0.0001536621,0.000006047077,0.00001305939,0.00001235755,0.00004830458,0.00002582493,0.0005424216,0.9947063,0.004070809],"study_design_scores_gemma":[0.000155045,0.00001155571,0.001266487,0.0001314136,0.000007181146,0.00002513746,0.00005402713,0.00007118624,0.0001801786,0.001319262,0.9967589,0.00001951085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008440112,0.00002799743,0.0001612601,0.0004489759,0.0002382997,0.00005633409,0.9879318,0.0008313857,0.01021955],"genre_scores_gemma":[0.001321616,0.0001390751,0.0009944901,0.000418186,0.000125369,0.0003397207,0.9708241,0.001476889,0.02436048],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2662932,"threshold_uncertainty_score":0.3798348,"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."}}