{"id":"W4404965024","doi":"10.32920/27948111","title":"Social Inclusion and Exclusion for First Nations LGBTIQ+ People in Australia","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Inclusion–exclusion principle; Social exclusion; Sociology; Gender studies; Key (lock); Political science; Thematic analysis; Social science; Qualitative research; Ecology; Politics; Law; Biology","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":[0.004839403,0.0003835151,0.0007082249,0.0009043847,0.004688783,0.00525648,0.001084712,0.003528908,0.004021561],"category_scores_gemma":[0.01479033,0.000214488,0.0004894079,0.001077413,0.004818603,0.002949195,0.003529192,0.008604404,0.0005483551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003459696,"about_ca_system_score_gemma":0.008545143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02719817,"about_ca_topic_score_gemma":0.0442874,"domain_scores_codex":[0.9971981,0.001162163,0.0002256751,0.0003126446,0.0008346259,0.000266834],"domain_scores_gemma":[0.9935176,0.00417219,0.0002856579,0.0001717099,0.001243397,0.0006095073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002428531,0.0000213664,0.001398424,0.001384263,0.00002594276,0.0004248222,0.04737973,0.00007549394,0.0002324634,0.05347344,0.8435521,0.05200783],"study_design_scores_gemma":[0.00000502219,0.00001790346,0.007091054,0.001924635,0.00002214209,0.0002279265,0.01021443,0.000116896,0.0001393575,0.01077078,0.969439,0.0000309058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009101052,0.09045036,0.001174392,0.5844934,0.2851689,0.00005308459,0.000210646,0.0000348935,0.02931327],"genre_scores_gemma":[0.1790736,0.2046652,0.002933766,0.1308156,0.3404934,0.0002481049,0.0004421829,0.0004073003,0.140921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02719817,"threshold_uncertainty_score":0.05407971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08476303981247493,"score_gpt":0.4568367548392763,"score_spread":0.3720737150268014,"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."}}