{"id":"W2251217487","doi":"","title":"Human Services and Remote Indigenous Communities: Making Room for Diversity and Change","year":2012,"lang":"en","type":"article","venue":"","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Indigenous; Government (linguistics); Diversity (politics); Context (archaeology); Service delivery framework; Service (business); Economic growth; Service provider; Human services; Political science; Public relations; Business; Geography; Marketing; Ecology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003811076,0.00007705278,0.0001695031,0.00009137474,0.001669367,0.00005912728,0.0001225871,0.00005780441,0.00005737328],"category_scores_gemma":[0.000003889428,0.00009068049,0.00002309136,0.00004599696,0.00002721842,0.0003888019,0.0005907203,0.00007327233,0.000005731059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003461096,"about_ca_system_score_gemma":0.000001549834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141711,"about_ca_topic_score_gemma":0.003251112,"domain_scores_codex":[0.9995809,0.00001062001,0.0001263823,0.00005664389,0.00001271704,0.0002127558],"domain_scores_gemma":[0.9996952,0.00004227447,0.00008176086,0.0001166803,0.00001073843,0.00005330956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003115859,0.00002323054,0.7644174,0.00006555035,0.00002973579,7.82061e-8,0.2224945,1.628646e-8,5.399725e-7,0.0084532,0.00002174232,0.004490902],"study_design_scores_gemma":[0.0003066256,0.00003499379,0.9738565,0.00001719599,0.00000572299,0.000001120333,0.009169372,0.00009322038,0.000001479082,0.01017064,0.006163409,0.0001797389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992451,0.00144604,0.0001241438,0.00009117832,0.00006596156,0.0001954828,0.00002925809,0.00002532609,0.005571601],"genre_scores_gemma":[0.9982294,0.000219703,0.0006334579,0.0005177736,0.00006596327,0.000002695705,0.00001311718,0.000007883774,0.0003099681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2133251,"threshold_uncertainty_score":0.9996303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1814179900548546,"score_gpt":0.2866791629243254,"score_spread":0.1052611728694708,"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."}}