{"id":"W6889181703","doi":"10.25384/sage.c.6877781.v1","title":"Relationships between student mobility and academic and behavioural outcomes in Western Australian public primary schools","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Numeracy; Disadvantage; Odds; Literacy; At-risk students; Academic achievement; Quarter (Canadian coin); Social mobility","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":[0.001518672,0.0002274392,0.0004298679,0.001417445,0.0008565468,0.001096259,0.0006836313,0.0004486195,0.002493648],"category_scores_gemma":[0.005972115,0.0003112615,0.0005106479,0.002365041,0.0006070831,0.0006814114,0.002022198,0.0008605989,0.0004272274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552364,"about_ca_system_score_gemma":0.001551429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2015254,"about_ca_topic_score_gemma":0.2579636,"domain_scores_codex":[0.9986895,0.000304359,0.0001557727,0.0001967021,0.0003432368,0.0003105787],"domain_scores_gemma":[0.9964041,0.0004183853,0.001707524,0.0001739187,0.0005478053,0.0007483227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000237575,0.00004353924,0.9972745,0.00001672502,0.00003244503,0.00003290826,0.0007298817,0.00003673339,0.00002199329,0.00003134118,0.0001724886,0.001583755],"study_design_scores_gemma":[5.803768e-7,0.00001992651,0.9992892,0.00001106304,0.000004564141,0.00001078492,0.0005042317,0.00004553879,0.000005543783,0.00001001082,0.0000968387,0.000001619921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9985703,0.0001224725,0.00002963807,0.0001357377,0.000005516392,0.000007807797,0.0003476414,0.000002524553,0.0007783576],"genre_scores_gemma":[0.9992192,0.00008878284,0.00002838985,0.00002238362,0.000004004636,0.00001276765,0.0002255577,0.00000146221,0.0003973555],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2015254,"threshold_uncertainty_score":0.4007049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3293481157384009,"score_gpt":0.4302446596272674,"score_spread":0.1008965438888665,"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."}}