{"id":"W4415762810","doi":"10.1177/10398562251393776","title":"Book Review: Beneath the Southern Cross: Looking for Australia in the 21st Century KurtiP, (ed). Beneath the Southern Cross: Looking for Australia in the 21st Century. Redland Bay (QLD): Connor Court Publishing; 2024. 225 p.","year":2025,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bay; O'Connor; Nova scotia; Period (music)","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":[],"consensus_categories":[],"category_scores_codex":[0.0008027044,0.001146072,0.001637668,0.003343762,0.0008110054,0.002914824,0.001261833,0.002184102,0.03666361],"category_scores_gemma":[0.005168574,0.0005854177,0.0006204758,0.005281637,0.0008865492,0.003108309,0.0009241733,0.003321721,0.01882282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002167669,"about_ca_system_score_gemma":0.006962995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01702191,"about_ca_topic_score_gemma":0.04835585,"domain_scores_codex":[0.9994193,0.0001285663,0.00005838584,0.00005233164,0.0002931959,0.00004820543],"domain_scores_gemma":[0.9971476,0.001247176,0.0002887257,0.00003987869,0.0009844722,0.0002920762],"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":[0.000008633427,0.000004788168,0.00004110968,0.001084035,0.000007800812,0.00002824323,0.00006081501,0.00001779095,0.0000222009,0.0004617733,0.9640563,0.03420645],"study_design_scores_gemma":[0.000009851923,0.00001343786,0.0008478003,0.00372675,0.00002382355,0.0003922204,0.0001535714,0.00002053961,0.00002860776,0.0008074855,0.993964,0.00001188745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00008944482,0.9553379,0.00012705,0.02050884,0.01434222,0.0000219088,0.0001523045,0.0000368142,0.009383567],"genre_scores_gemma":[0.001460331,0.9345034,0.0003067978,0.01606343,0.01092735,0.00005496019,0.0002661015,0.00003631268,0.03638137],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03666361,"threshold_uncertainty_score":0.1226521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601512424511604,"score_gpt":0.347559447744792,"score_spread":0.3215443234996759,"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."}}