{"id":"W2605101821","doi":"10.31046/anztla.vi4.197","title":"2009 Statistics Report","year":2012,"lang":"en","type":"article","venue":"ANZTLA EJournal","topic":"Census and Population Estimation","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001408284,0.00176126,0.00129174,0.009367069,0.0008967675,0.002568316,0.001898298,0.00125976,0.1497566],"category_scores_gemma":[0.01024909,0.0007708355,0.001127887,0.01690607,0.0003216803,0.00169633,0.001279306,0.002007821,0.2488023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003780932,"about_ca_system_score_gemma":0.01152746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1207858,"about_ca_topic_score_gemma":0.1022343,"domain_scores_codex":[0.9977335,0.0002281944,0.0003602965,0.000373548,0.0009843763,0.000320161],"domain_scores_gemma":[0.9919422,0.000880635,0.0006099117,0.0006323386,0.005542817,0.0003921665],"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":[0.00002985925,0.00002543899,0.001250653,0.0001269516,0.000007985001,0.00001454244,0.00001225667,0.0001275409,0.0000297059,0.0007039357,0.9861709,0.01150018],"study_design_scores_gemma":[0.0000308568,0.00002177502,0.01805596,0.0002748947,0.00001949976,0.00005555077,0.00008195729,0.0002891766,0.0001763813,0.0007337554,0.9802374,0.00002289156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0007560679,0.0007862326,0.0008698213,0.001143497,0.001152282,0.000211184,0.934696,0.0006234072,0.05976156],"genre_scores_gemma":[0.0029531,0.002105228,0.001779203,0.0008454796,0.0003355344,0.0006482322,0.8207642,0.000455689,0.1701134],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1497566,"threshold_uncertainty_score":0.5009857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08698782090438854,"score_gpt":0.3832692193120167,"score_spread":0.2962813984076282,"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."}}