{"id":"W7154449063","doi":"10.1177/07398913261437876e","title":"Book Review: <i>Insiders, Outliers: Centering Adult Student Writers at an HBCU</i> by Collie Fulford <i>Insiders, Outliers: Centering Adult Student Writers at an HBCU</i> . By FulfordCollie. New Brunswick, NJ: Rutgers University Press, 2025. 164 pp. $27.95. Paper.","year":2025,"lang":"en","type":"article","venue":"Christian Education Journal Research on Educational Ministry","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Adult education; Student life","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":[0.001557524,0.001458222,0.002119089,0.004509219,0.0012006,0.004258514,0.002704409,0.00410633,0.04892521],"category_scores_gemma":[0.009144537,0.0007412374,0.0006275363,0.007251856,0.001518531,0.004357075,0.001875851,0.004798065,0.04150876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002780222,"about_ca_system_score_gemma":0.00530312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488711,"about_ca_topic_score_gemma":0.03979487,"domain_scores_codex":[0.9985025,0.000245402,0.0001393879,0.000166333,0.0008448201,0.000101649],"domain_scores_gemma":[0.9919894,0.003136744,0.000730468,0.0001400698,0.003174134,0.0008290443],"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":[0.00000537424,0.000002416301,0.00001571042,0.0004739922,0.000002815915,0.000009789239,0.0000188126,0.000006611941,0.00001044638,0.00009967804,0.98169,0.01766434],"study_design_scores_gemma":[0.00000867123,0.0000119112,0.0002688659,0.002088552,0.00000947545,0.0001517967,0.00008355858,0.00001002215,0.00002300672,0.0001650994,0.9971684,0.00001065274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007434007,0.8931775,0.0001307368,0.04887238,0.0464513,0.00003440387,0.0003019457,0.00007115939,0.01088626],"genre_scores_gemma":[0.001279385,0.831898,0.0002819854,0.03989419,0.04079273,0.0001337944,0.0006440322,0.0001008657,0.08497505],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04892521,"threshold_uncertainty_score":0.1636711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03153952810751652,"score_gpt":0.3599677682181709,"score_spread":0.3284282401106544,"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."}}