{"id":"W2790766194","doi":"","title":"The lonesome road: A comparative study of low retention of teachers working in Aboriginal and SEBD contexts","year":2012,"lang":"en","type":"article","venue":"Global education review","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Sociology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001504048,0.00005891963,0.0002124914,0.00002346372,0.0001125175,0.00001696765,0.0001013291,0.00002532365,0.00002088083],"category_scores_gemma":[0.0001067011,0.00004425742,0.00002818991,0.0004836369,0.00009814321,0.0001239496,0.000007218407,0.00004796226,0.000005702991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071113,"about_ca_system_score_gemma":0.0004121535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00750089,"about_ca_topic_score_gemma":0.002243257,"domain_scores_codex":[0.9986546,0.0005849707,0.0003596654,0.00008155798,0.0001865745,0.0001326004],"domain_scores_gemma":[0.9992896,0.00006032529,0.0003324169,0.000120022,0.0001310729,0.00006659471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004915787,0.0006565778,0.7552859,0.0002617649,0.00002019294,1.727295e-8,0.1241997,2.119301e-7,0.0000024946,0.04570327,0.00291312,0.07095189],"study_design_scores_gemma":[0.0001550738,0.00003011746,0.6130436,0.001815257,0.00003227301,9.687583e-7,0.142817,2.642122e-7,9.677123e-7,0.0001233874,0.2419058,0.00007529224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8903599,0.1010592,7.966695e-7,0.0009775667,0.00048733,0.0007690676,0.000001230916,0.000003847739,0.006341038],"genre_scores_gemma":[0.991115,0.008376531,0.00001634062,0.0000770828,0.0001308027,0.00006088855,0.000001649655,0.000001481582,0.0002202112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2389927,"threshold_uncertainty_score":0.9991083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06681653817084318,"score_gpt":0.4675712889499284,"score_spread":0.4007547507790852,"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."}}