{"id":"W2895789762","doi":"10.1177/2158244018805791","title":"A Comparison of Rural Educational Disadvantage in Australia, Canada, and New Zealand Using OECD’s PISA","year":2018,"lang":"en","type":"article","venue":"SAGE Open","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantage; Socioeconomic status; Literacy; Economic growth; Reading (process); Economic shortage; Rural area; Political science; Sociology; Demography; Economics; Population; Government (linguistics)","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":[0.001647801,0.00028917,0.0004214055,0.004820849,0.001972294,0.001359532,0.0004994448,0.0001702252,0.001640099],"category_scores_gemma":[0.003641673,0.0001503878,0.0004474583,0.008405355,0.0007894498,0.0007388181,0.001377266,0.0004219703,0.0001214922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008074291,"about_ca_system_score_gemma":0.01283726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9650496,"about_ca_topic_score_gemma":0.9810194,"domain_scores_codex":[0.9987607,0.0001246898,0.0000955379,0.0001121308,0.0005472576,0.0003598184],"domain_scores_gemma":[0.9971673,0.0001819475,0.000701698,0.00009223325,0.001213013,0.0006438118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085142,0.00005137027,0.9685999,0.0001720272,0.0001370172,0.0001596873,0.007218914,0.0001987534,0.0002466293,0.001176743,0.002130376,0.01980014],"study_design_scores_gemma":[0.000001686637,0.00001551647,0.9961888,0.00002857887,0.0000100166,0.00001811717,0.002403903,0.00006327173,0.00001905772,0.00002918687,0.001217076,0.000004738705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870518,0.0005168773,0.0001697084,0.0003581208,0.00001387933,0.00008653883,0.003247312,0.000009596443,0.008546201],"genre_scores_gemma":[0.99569,0.0005777504,0.0003635825,0.00008002256,0.000005684694,0.00007165709,0.001847068,0.000007242281,0.001356876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03495038,"threshold_uncertainty_score":0.07031238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231100315627691,"score_gpt":0.4825649301891113,"score_spread":0.3594548986263422,"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."}}