{"id":"W4322010591","doi":"10.5194/egusphere-egu23-13202","title":"The EDIG project: a grassroots initiative working to address systemic inequities in geoscience on a global scale","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon University","funders":"","keywords":"Grassroots; Inclusion (mineral); Diversity (politics); Equity (law); Political science; Public relations; Earth science; Sociology; Social science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01524808,0.0008343672,0.0004627685,0.001318805,0.00428991,0.005290006,0.002502952,0.002921285,0.01979271],"category_scores_gemma":[0.008366239,0.000282302,0.0005340361,0.001679285,0.004884578,0.004285655,0.01692808,0.004127707,0.002026901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003234601,"about_ca_system_score_gemma":0.01658555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083188,"about_ca_topic_score_gemma":0.02456326,"domain_scores_codex":[0.9946948,0.00270147,0.00005659734,0.0004549592,0.0008056838,0.001286572],"domain_scores_gemma":[0.9887708,0.002703427,0.0003138264,0.0008033437,0.000794153,0.006614531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000871724,0.001442793,0.008121082,0.001066981,0.00008206364,0.001097929,0.04905885,0.001261548,0.005045145,0.08993032,0.4634788,0.3785428],"study_design_scores_gemma":[0.0003761279,0.0004676111,0.009649865,0.0003667842,0.00002690384,0.0001385948,0.03644172,0.0007117044,0.001025537,0.03051568,0.9202446,0.00003495553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2662441,0.009519515,0.06244241,0.1767277,0.01123311,0.006276133,0.008595369,0.004510599,0.4544511],"genre_scores_gemma":[0.514935,0.004668732,0.1297115,0.02719623,0.0009972895,0.005897,0.01059254,0.00177648,0.3042252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.997497,"threshold_uncertainty_score":0.08064055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06258054737113118,"score_gpt":0.2837947324099673,"score_spread":0.2212141850388361,"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."}}