{"id":"W4386291220","doi":"10.1353/vpr.2023.a905147","title":"Voices of Challenge in Australia's Migrant and Minority Press ed. by Catherine Dewhirst and Richard Scully (review)","year":2023,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Cognitive reframing; Narrative; Media studies; History; Colonialism; Sociology; Literature; Art; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001755562,0.0001934691,0.0007184661,0.00002852373,0.0002230789,0.00002462872,0.0002489085,0.0001553976,0.0003746079],"category_scores_gemma":[0.0003247004,0.0001719682,0.0001248973,0.0004054573,0.0005874386,0.0001493918,0.00006529997,0.0002048895,0.00003141738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005772207,"about_ca_system_score_gemma":0.00007157975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002776297,"about_ca_topic_score_gemma":0.0008561236,"domain_scores_codex":[0.9979226,0.0004290791,0.0005267924,0.0003683486,0.0003896238,0.000363561],"domain_scores_gemma":[0.9991623,0.0001012183,0.0001914219,0.0002236367,0.00006316036,0.0002582579],"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":[0.00002049153,0.0004338359,0.02776266,0.0875074,0.0001431048,0.00006480413,0.04684289,1.531029e-7,0.000250808,0.003667985,0.8171637,0.01614218],"study_design_scores_gemma":[0.0001585105,0.00004051868,0.003995803,0.004003335,0.00006476446,0.00000106046,0.0001955918,4.259849e-7,0.000002907519,0.0000137579,0.9913345,0.0001887998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07125294,0.9220331,7.237015e-7,0.004394729,0.000260673,0.001032429,0.0001032154,0.00006450825,0.0008576275],"genre_scores_gemma":[0.0385594,0.9590974,0.00003227504,0.0002369274,0.0001348127,0.0000782688,0.00001357293,0.000009595861,0.001837751],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1741708,"threshold_uncertainty_score":0.7012662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049125105786379,"score_gpt":0.3354153422338778,"score_spread":0.294924091176014,"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."}}