{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004862411,0.00007079178,0.00009865285,0.0000420121,0.00009724505,0.00002114753,0.00004274907,0.00004049741,0.0007538175],"category_scores_gemma":[0.0003020463,0.00006126445,0.00003226331,0.00006196587,0.00001230585,0.0001756582,0.00001197812,0.000113295,0.00008392591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002666077,"about_ca_system_score_gemma":0.00001999487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001004993,"about_ca_topic_score_gemma":0.000004621493,"domain_scores_codex":[0.9991996,0.0000279904,0.0003057681,0.00005550193,0.00021235,0.0001987414],"domain_scores_gemma":[0.9993689,0.00008702022,0.0002052332,0.0001387175,0.00008429459,0.0001158357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001511841,0.0002506913,0.3213756,0.00004897579,0.00003861736,0.0001069344,0.0007994419,0.00001953274,0.0002233547,0.314598,0.3455823,0.01694142],"study_design_scores_gemma":[0.0007380681,0.00006425654,0.4785328,0.00005632557,0.0001678237,0.006119528,0.0001046923,0.002428943,0.0005912379,0.353386,0.1572996,0.0005107209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5082516,0.0002459761,0.4653134,0.0007372344,0.001432108,0.0001882669,0.00006469814,0.0001207672,0.02364592],"genre_scores_gemma":[0.8890769,0.000008351094,0.1078455,0.00009701877,0.0006496889,0.000001825382,0.00003003041,0.0000153745,0.002275381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3808253,"threshold_uncertainty_score":0.8253773,"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."}}