{"id":"W821407441","doi":"","title":"They think you're lying about your need: the impact of appearance on Aboriginal health and social service access","year":2014,"lang":"en","type":"article","venue":"ePublications@SCU (Southern Cross University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Public relations; Citizen journalism; Sociology; Service (business); Participatory action research; Affect (linguistics); Political science; Gender studies; Business; Anthropology; Marketing; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00377099,0.0001697913,0.0002604458,0.0006712814,0.007174199,0.004810844,0.0008484611,0.0009031632,0.01020582],"category_scores_gemma":[0.0109508,0.0002190344,0.0005220083,0.0006346001,0.00694298,0.001764461,0.005533186,0.002200192,0.0005021191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006044857,"about_ca_system_score_gemma":0.006637788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2417662,"about_ca_topic_score_gemma":0.3038045,"domain_scores_codex":[0.9951747,0.002710416,0.00008358332,0.0001968547,0.0006987015,0.001135601],"domain_scores_gemma":[0.9937569,0.001901598,0.001270961,0.0002370703,0.0009043785,0.001929125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001617807,0.0002568981,0.1501766,0.0002389781,0.00004945496,0.001756429,0.7995321,0.0000559398,0.0007332074,0.005276672,0.003517671,0.03824423],"study_design_scores_gemma":[0.000008806296,0.00009666436,0.1476128,0.0002102368,0.00003809583,0.000317025,0.8409414,0.0000728392,0.00009723602,0.0007273591,0.009855288,0.00002216372],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678602,0.0007185785,0.0001192248,0.009488295,0.0000989979,0.00002489155,0.00003984314,0.000007516385,0.02164234],"genre_scores_gemma":[0.9966856,0.0003762485,0.00006892246,0.000419676,0.00002105891,0.00001227806,0.000008706664,0.000005355065,0.002402286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2417662,"threshold_uncertainty_score":0.480718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101884615766629,"score_gpt":0.3596063878765502,"score_spread":0.3285875417188839,"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."}}