{"id":"W4410027771","doi":"10.22329/csw.v25i2.7903","title":"Inclusive Language and Culturally Responsive Formal Mentorship:","year":2024,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Linguistics; Sociology; Psychology; Medicine; Medical education; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007937182,0.00009155568,0.0001184588,0.00004031828,0.002840264,0.0003400708,0.0001044415,0.0001268503,0.0002905481],"category_scores_gemma":[0.001649392,0.00007854641,0.00005171398,0.0006296633,0.00054218,0.0003551483,0.0001839566,0.0002622367,0.00006151837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766862,"about_ca_system_score_gemma":0.0001420662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001974916,"about_ca_topic_score_gemma":0.0002235107,"domain_scores_codex":[0.9986268,0.000398678,0.0001155362,0.000194667,0.000314509,0.0003497932],"domain_scores_gemma":[0.9990612,0.0006457284,0.00001030301,0.00004251711,0.0001038258,0.0001364336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004247431,0.00001814751,0.00005895227,0.00001712087,0.00001112062,0.00005308013,0.2863893,4.559692e-8,0.0001589954,0.6643978,0.008358316,0.04049465],"study_design_scores_gemma":[0.0002000394,0.00009231677,0.00164995,0.0001826439,0.00005838062,0.000001916937,0.1820409,0.0000201172,0.00007431072,0.04051678,0.7747797,0.0003829941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7702304,0.003805507,0.0002957692,0.1111268,0.001127047,0.0002814258,0.0000272977,0.0004350579,0.1126707],"genre_scores_gemma":[0.9947903,0.00002445463,0.0001629818,0.0004538651,0.001193447,0.0000103974,0.000004617435,0.000009063546,0.003350835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7664214,"threshold_uncertainty_score":0.9984579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518734450807643,"score_gpt":0.3754012504834024,"score_spread":0.360213905975326,"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."}}