{"id":"W3181109270","doi":"10.1177/01492063211030561","title":"Racial Biases in the Publication Process: Exploring Expressions and Solutions","year":2021,"lang":"en","type":"article","venue":"Journal of Management","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Racial bias; Race (biology); Process (computing); Diversity (politics); Racism; Psychology; Racial differences; Differential (mechanical device); White (mutation); Social psychology; Sociology; Ethnic group; Computer science; Gender studies; Anthropology","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":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.31292,0.001059863,0.001342885,0.006335243,0.0131162,0.02504371,0.004519724,0.00815861,0.00461952],"category_scores_gemma":[0.6713517,0.0009727154,0.001730449,0.007065956,0.016364,0.01422705,0.01069302,0.009301454,0.001100999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008908614,"about_ca_system_score_gemma":0.01353002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936296,"about_ca_topic_score_gemma":0.002942946,"domain_scores_codex":[0.4991491,0.365162,0.04300017,0.01545228,0.07071725,0.00651922],"domain_scores_gemma":[0.1537384,0.7030648,0.07155015,0.01516985,0.05273491,0.003741828],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005384077,0.0001233469,0.0314357,0.004062283,0.0008062175,0.002051594,0.1509582,0.001167241,0.001096314,0.3805478,0.1544443,0.2727688],"study_design_scores_gemma":[0.0002777135,0.0002947832,0.01293849,0.01071502,0.0008211481,0.002310279,0.07327943,0.005712783,0.003290104,0.3485672,0.5412288,0.0005641486],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02457608,0.03015454,0.06068499,0.8138111,0.0498557,0.0003538929,0.0002110164,0.0002714968,0.02008116],"genre_scores_gemma":[0.5697003,0.03998905,0.07953022,0.1750416,0.1204196,0.001617305,0.0002476584,0.0008717136,0.0125826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9918414,"threshold_uncertainty_score":0.8472919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06041486394397441,"score_gpt":0.2971783620185425,"score_spread":0.2367634980745681,"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."}}