{"id":"W2984806682","doi":"","title":"Relevance of an Existing Knowledge-to-Action Model to Research involving Urban Indigenous Youth","year":2019,"lang":"en","type":"article","venue":"Revue phénEPS / PHEnex Journal","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Thompson Rivers University; University of Manitoba","funders":"","keywords":"Context (archaeology); Indigenous; Traditional knowledge; Sociology; Humanities; Geography; Art; Archaeology","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":[0.005119086,0.0001454641,0.0003160767,0.0003676346,0.001339172,0.0001953592,0.0006136495,0.00014629,0.0001069169],"category_scores_gemma":[0.0008957203,0.0001590968,0.00009432277,0.001008244,0.00008097885,0.0005779034,0.0001193415,0.000610524,0.0001609727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007348062,"about_ca_system_score_gemma":0.001289213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006225641,"about_ca_topic_score_gemma":0.00163065,"domain_scores_codex":[0.997068,0.0004559499,0.0005166636,0.0003213018,0.0008327848,0.0008052319],"domain_scores_gemma":[0.9979366,0.0001530708,0.000217421,0.0002194871,0.0008711067,0.0006022795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009155821,0.0001549082,0.0489783,0.00007261387,0.00003184775,0.00001012162,0.9219548,0.0009911192,0.003110631,0.002895502,0.0004668916,0.02124171],"study_design_scores_gemma":[0.003394951,0.002265633,0.05550632,0.004565532,0.0001854372,0.00008600429,0.8292248,0.008288057,0.005121421,0.04106505,0.04616416,0.004132633],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616743,0.0002306905,0.0004590546,0.0001981232,0.000801712,0.0004655503,0.000006665914,0.00003876445,0.0361251],"genre_scores_gemma":[0.9872686,0.0001306672,0.004150241,0.00005626625,0.001353042,0.000008417324,0.000004902739,0.00003288514,0.006995024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09272999,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2915820860234365,"score_gpt":0.4467573581119589,"score_spread":0.1551752720885224,"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."}}