{"id":"W6961380086","doi":"10.1371/journal.pone.0282484.s001","title":"Inclusivity in global research.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Thematic analysis; Cultural safety; Health care; Cultural identity; Qualitative research; Identity (music)","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.09910361,0.00122159,0.00172996,0.007973008,0.006543337,0.01931411,0.002821019,0.008319373,0.01929116],"category_scores_gemma":[0.09232219,0.001072867,0.0009403299,0.01189055,0.0556124,0.02429766,0.02476429,0.008436715,0.00429504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004730493,"about_ca_system_score_gemma":0.01360422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516506,"about_ca_topic_score_gemma":0.002247486,"domain_scores_codex":[0.896088,0.08808719,0.00339418,0.004339099,0.005805996,0.002285514],"domain_scores_gemma":[0.8582806,0.1008389,0.003881137,0.02321488,0.007185845,0.006598575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000622866,0.00005269423,0.002229499,0.002542801,0.00006132034,0.0004912062,0.1787214,0.00008527821,0.000371772,0.5713593,0.1148448,0.1291777],"study_design_scores_gemma":[0.00001280339,0.0000314203,0.001218206,0.004574602,0.0000157779,0.0004848118,0.0492771,0.00008501006,0.00007183923,0.1478171,0.7963909,0.00002040922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007942677,0.2708981,0.01743357,0.2825541,0.02511354,0.0004976887,0.0006112458,0.0005471172,0.3944019],"genre_scores_gemma":[0.4671133,0.1912956,0.07036696,0.1374894,0.02885767,0.006387327,0.001323709,0.002491355,0.09467474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.997179,"threshold_uncertainty_score":0.5241163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2849044081438499,"score_gpt":0.3336590571875901,"score_spread":0.04875464904374027,"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."}}