{"id":"W2767837171","doi":"10.28984/drhj.v1i0.50","title":"Voicing our Realities","year":2017,"lang":"en","type":"article","venue":"Diversity of Research in Health Journal","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Indigenous; Autonomy; Disadvantaged; Empowerment; Gender studies; Vulnerability (computing); Educational attainment; Political science; Sociology; Storytelling; Narrative; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008425035,0.0008001011,0.000893212,0.001044326,0.0168181,0.0187325,0.002338341,0.01075825,0.02622923],"category_scores_gemma":[0.01983615,0.0003199885,0.0007838405,0.0009462031,0.03866252,0.02072678,0.01309668,0.02212679,0.007770834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004599023,"about_ca_system_score_gemma":0.009304692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005532239,"about_ca_topic_score_gemma":0.009246269,"domain_scores_codex":[0.9897098,0.005356428,0.0002385188,0.001242609,0.001442091,0.002010508],"domain_scores_gemma":[0.9867377,0.003622591,0.0009804522,0.001898825,0.002180772,0.004579706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005903526,0.00008575126,0.002518902,0.0003659298,0.00004699342,0.001506318,0.1067934,0.0001794191,0.0007850311,0.2882179,0.5403863,0.05905505],"study_design_scores_gemma":[0.000004613769,0.00001833606,0.0003482211,0.0004057255,0.000006613964,0.0006168683,0.07053832,0.00005543325,0.00009375685,0.06873604,0.8591504,0.00002568659],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008542432,0.01536117,0.00178816,0.890541,0.01988877,0.00001951767,0.0001093969,0.0001314977,0.06361809],"genre_scores_gemma":[0.3535299,0.02734011,0.005403932,0.4730249,0.02000968,0.0001925407,0.0002488923,0.0004486805,0.1198013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02622923,"threshold_uncertainty_score":0.08774555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4811058386720505,"score_gpt":0.5710004418988933,"score_spread":0.08989460322684284,"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."}}