{"id":"W7112959034","doi":"","title":"How affordable are independent school fees in Australia?","year":2025,"lang":"","type":"preprint","venue":"EdArXiv (OSF Preprints)","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Taxpayer; Productivity; Government (linguistics); Private sector; Public sector; School choice; Value (mathematics)","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":[0.00257999,0.0001708026,0.0005111427,0.001907963,0.001456945,0.00314544,0.0007386358,0.00062996,0.006439344],"category_scores_gemma":[0.01925467,0.0002554505,0.0004010413,0.002563382,0.002170788,0.003686357,0.00233141,0.001670188,0.0004409874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006769639,"about_ca_system_score_gemma":0.00570061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.213854,"about_ca_topic_score_gemma":0.2826922,"domain_scores_codex":[0.9955214,0.001086704,0.0002301792,0.0002987229,0.00194701,0.0009158747],"domain_scores_gemma":[0.9849349,0.001978651,0.004928492,0.0004854359,0.002827076,0.004845391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002028869,0.0004993737,0.7125418,0.0006284288,0.0001979181,0.000888837,0.03438083,0.00279822,0.0006356219,0.09083457,0.01609432,0.1402973],"study_design_scores_gemma":[0.000007184194,0.00007686335,0.9731036,0.000143275,0.00001745257,0.0001271388,0.006291411,0.0008016345,0.00005984725,0.005281328,0.01406824,0.00002201129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576794,0.00138376,0.0003467663,0.01144158,0.00005010729,0.00003206441,0.0004983527,0.00001167685,0.02855627],"genre_scores_gemma":[0.996691,0.0004207802,0.0001697136,0.0002480003,0.00002514143,0.000009703762,0.00008289676,0.000006475322,0.002346242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.213854,"threshold_uncertainty_score":0.4252184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05026213519087102,"score_gpt":0.32372569371738,"score_spread":0.273463558526509,"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."}}