{"id":"W2107278473","doi":"10.1177/0741713611418357","title":"Assets for Employment in Aboriginal Community–Based Human Services Agencies","year":2011,"lang":"en","type":"article","venue":"Adult Education Quarterly","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Western University","funders":"Canadian Council on Learning","keywords":"Human services; Psychology; Sociology; Multidimensional scaling; Job training; Public relations; Pedagogy; Economic growth; Political science; Vocational education","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008140119,0.0001224753,0.0001334418,0.0001943974,0.004237866,0.00006877651,0.0003589914,0.0001060809,0.0001249104],"category_scores_gemma":[0.000001711236,0.0001178107,0.00004864053,0.0002454619,0.0001175077,0.0003405544,2.661437e-7,0.0001537644,0.00004800159],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003444299,"about_ca_system_score_gemma":0.0113045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5134911,"about_ca_topic_score_gemma":0.9370313,"domain_scores_codex":[0.998455,0.0004512317,0.0003188826,0.0001740624,0.0002070929,0.0003936994],"domain_scores_gemma":[0.9988426,0.0001049673,0.0001648506,0.0002870994,0.0004583547,0.0001421456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000940773,0.0007768856,0.006928731,0.00009097294,0.000004553418,1.050047e-7,0.8303019,2.051601e-7,0.000006055454,0.1611205,0.0001223849,0.0006382998],"study_design_scores_gemma":[0.0005909347,0.00085961,0.07148115,0.0001730813,0.00002915455,6.638935e-7,0.4991402,0.00001325848,0.0002282822,0.01883287,0.4082239,0.0004268938],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640535,0.00003365042,0.00007326592,0.0003339354,0.001084457,0.0008580005,0.000007068064,0.0000608644,0.03349522],"genre_scores_gemma":[0.9945971,0.00004596058,0.001261407,0.0003679947,0.0003558425,0.0001070497,0.0001348409,0.00001448754,0.00311535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4235402,"threshold_uncertainty_score":0.9970585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290102000237114,"score_gpt":0.3652493886635343,"score_spread":0.3323483686611631,"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."}}