{"id":"W7026588272","doi":"","title":"Auckland Live! 2013 - 20/20 Vision: Panel discussion","year":2013,"lang":"en","type":"other","venue":"University of Auckland Data Repository","topic":"New Zealand Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Panel discussion; Government (linguistics); Subject (documents); Quarter (Canadian coin)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001602357,0.0002743483,0.000800966,0.000216614,0.0002600397,0.00004916719,0.0008918988,0.0003828293,0.004150204],"category_scores_gemma":[0.000009609318,0.0002550743,0.0001425667,0.00006770519,0.0002214302,0.0002751584,0.000719296,0.0001988599,0.001668558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007801348,"about_ca_system_score_gemma":0.00003705714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221443,"about_ca_topic_score_gemma":0.001333765,"domain_scores_codex":[0.9985516,0.00002583439,0.0003664665,0.0007201853,0.00005797231,0.0002779457],"domain_scores_gemma":[0.9980306,0.00003233161,0.000756535,0.001023969,0.00001824583,0.0001383406],"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":[0.00002046059,0.00007183153,0.01148909,0.00007962318,0.0002377524,0.00002149713,0.0004856069,0.000001639992,0.000001826552,0.0005766735,0.9865897,0.0004242841],"study_design_scores_gemma":[0.0006518124,0.00005102763,0.002884005,0.0001027599,0.00004502253,0.00000422422,0.0005050281,0.0001673441,5.748522e-7,0.0002449342,0.9949734,0.0003698163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007846423,0.005675666,0.0002667853,0.0008667717,0.001376735,0.0003457482,0.004258892,0.0001150269,0.9863097],"genre_scores_gemma":[0.002046173,0.004713859,0.0003167809,0.00002828645,0.0005483034,5.476275e-7,0.001107085,0.00009792746,0.991141],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01088066,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274158492851943,"score_gpt":0.1946886627079676,"score_spread":0.1619470777794481,"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."}}