{"id":"W6927347638","doi":"10.26180/21655136","title":"Legal Aid- a necessary ‘cost’ of providing a civilised system of justice","year":2009,"lang":"en","type":"other","venue":"Monash University","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honour; Economic Justice; Legal action; Human rights; Action (physics)","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"],"consensus_categories":[],"category_scores_codex":[0.0002183723,0.0003867276,0.0008597078,0.0008825517,0.00006899576,0.000009790594,0.0007579727,0.0004340514,0.0001814787],"category_scores_gemma":[0.00003793273,0.0004664552,0.000252049,0.001110109,0.0001895387,0.0001758507,0.0002135322,0.0002561778,0.0001739209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007683673,"about_ca_system_score_gemma":0.0003689652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002700242,"about_ca_topic_score_gemma":0.0006365736,"domain_scores_codex":[0.9980781,0.0002442404,0.0002627507,0.000511603,0.0005541479,0.0003491417],"domain_scores_gemma":[0.9980535,0.00005210707,0.0009695856,0.0006247126,0.0001553253,0.000144776],"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":[0.001375649,0.0007698221,0.001995662,0.01249589,0.0009529326,0.001118192,0.0005260946,0.0003150284,0.004508956,0.03007606,0.9449583,0.0009073873],"study_design_scores_gemma":[0.005228443,0.0002637131,0.002257519,0.006064681,0.00368229,0.0000363471,0.005219932,0.0008940407,0.001087037,0.00001111613,0.9739978,0.001257066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002913011,0.0004047054,0.0003590061,0.00001165874,0.0001728446,0.0009295485,0.001923492,0.0005040857,0.9927816],"genre_scores_gemma":[0.4273399,0.00002345211,0.001019718,0.00000968422,0.0001362594,7.737445e-7,0.0001016887,0.0004381207,0.5709304],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4244269,"threshold_uncertainty_score":0.9997787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194512433552387,"score_gpt":0.2062142659108519,"score_spread":0.1942691415753281,"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."}}