{"id":"W4411481550","doi":"10.26686/wgtn.29374226","title":"The Making of New Zealand's Hansard 1854 - 1992","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"New Zealand Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Parliament; Legislature; Government (linguistics); Style (visual arts); Political science; History; Public administration; Law; Media studies; Sociology; Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009020736,0.0004510472,0.0003599416,0.003352319,0.009022189,0.009273177,0.001382853,0.002384972,0.006768401],"category_scores_gemma":[0.02081459,0.0009207643,0.000238493,0.00386118,0.01162523,0.003888411,0.003603587,0.003328035,0.001292472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02757812,"about_ca_system_score_gemma":0.02549341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5745028,"about_ca_topic_score_gemma":0.6062159,"domain_scores_codex":[0.9934694,0.001117226,0.0004503819,0.001031464,0.003008115,0.0009234298],"domain_scores_gemma":[0.9907969,0.002386263,0.001255693,0.001125818,0.003122257,0.001313001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001810888,0.00006333899,0.008436724,0.0005270102,0.00003077872,0.003660205,0.3378403,0.0002604523,0.003574073,0.3308233,0.1362103,0.1783925],"study_design_scores_gemma":[0.000006930419,0.00002127776,0.01912808,0.0001268007,0.000007023792,0.0002228988,0.01022083,0.0000759707,0.0006807547,0.001354278,0.9681015,0.00005357822],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3497187,0.02294166,0.003210802,0.06345832,0.00526346,0.0004125644,0.00125245,0.0004515869,0.5532904],"genre_scores_gemma":[0.561034,0.004839732,0.002361016,0.00264315,0.0006539164,0.00008291606,0.0002473005,0.000255146,0.4278829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5745028,"threshold_uncertainty_score":0.8560061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03566874596497463,"score_gpt":0.2549325751885689,"score_spread":0.2192638292235943,"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."}}