{"id":"W3155584519","doi":"10.17645/si.v9i2.4280","title":"Social Inclusion and Exclusion for First Nations LGBTIQ+ People in Australia","year":2021,"lang":"en","type":"article","venue":"Social Inclusion","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Social exclusion; Inclusion–exclusion principle; Sociology; Gender studies; Key (lock); Political science; Politics; Ecology; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00132701,0.0001574484,0.0002640009,0.0001990822,0.08226372,0.0000759446,0.0002108967,0.000429408,0.0001537701],"category_scores_gemma":[0.00008215984,0.0001612238,0.0001027684,0.0008890354,0.0001987092,0.0002893507,0.0002102411,0.0002049139,0.00001113793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008030987,"about_ca_system_score_gemma":0.004495618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1159845,"about_ca_topic_score_gemma":0.9865438,"domain_scores_codex":[0.9977822,0.0003489271,0.0003688309,0.0003759601,0.0005613706,0.0005627687],"domain_scores_gemma":[0.9988866,0.0003561649,0.0001558332,0.00009134258,0.0003830819,0.0001269048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000214749,0.0002367066,0.001022939,0.00009073057,0.000004707018,0.000001872001,0.7793627,0.000001131031,0.00007267146,0.217803,0.000856187,0.0005258668],"study_design_scores_gemma":[0.001099945,0.00005862083,0.01505545,0.00008408232,0.00003172944,0.000001657017,0.02163708,0.00004052886,0.0001833387,0.09173347,0.8696563,0.0004178242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627574,0.0002120187,0.00009751631,0.01226215,0.00100765,0.0009863847,0.00003309343,0.00007139251,0.0225724],"genre_scores_gemma":[0.9889207,0.001769054,0.000290779,0.0001161997,0.0018937,0.00002086909,0.0001310111,0.0000207723,0.006836869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8705593,"threshold_uncertainty_score":0.9189311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378152951609176,"score_gpt":0.375583677707904,"score_spread":0.3418021481918122,"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."}}