{"id":"W2020444291","doi":"10.1353/ces.0.0006","title":"Modeling Educational Success of First Nations Students in Canada: Community Level Perspectives","year":2007,"lang":"fr","type":"article","venue":"Canadian ethnic studies","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sociology; Geography; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00214548,0.0001760027,0.0003215357,0.0004588593,0.006211843,0.000008149876,0.0005388028,0.0001264438,0.0001683719],"category_scores_gemma":[0.0001973315,0.0001911083,0.000049845,0.001241253,0.0006754131,0.0001857611,0.000007482773,0.0004767101,0.00000643857],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01505585,"about_ca_system_score_gemma":0.120091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999907,"about_ca_topic_score_gemma":1,"domain_scores_codex":[0.997525,0.0004139197,0.0005290042,0.0002106173,0.0004951488,0.000826287],"domain_scores_gemma":[0.9967373,0.001510806,0.0001341919,0.000223164,0.0009705549,0.0004239916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002816602,0.0001785992,0.04075428,0.000168743,0.0001147664,0.000002830917,0.8656505,0.0005643475,1.986512e-8,0.09163362,0.0002112105,0.0007182839],"study_design_scores_gemma":[0.0001283978,0.00001346536,0.4495006,0.000200382,0.00002371678,9.967422e-7,0.5445564,0.00004109915,0.000001220438,0.001253953,0.004115354,0.0001644505],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8479127,0.1101108,0.00000911823,0.006388646,0.002852389,0.0004495888,0.0001406625,0.000004069942,0.03213205],"genre_scores_gemma":[0.9108121,0.08127288,0.00006908662,0.00007624969,0.0003809721,0.000006128837,0.00001359525,0.00001203661,0.007356927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4087463,"threshold_uncertainty_score":0.995082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823542686749352,"score_gpt":0.432428319425005,"score_spread":0.2500740507500697,"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."}}