{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001327442,0.0009256655,0.0009686756,0.0005592001,0.004128481,0.001728834,0.001987608,0.0002157781,0.006191986],"category_scores_gemma":[0.0006493735,0.0009622398,0.0005087747,0.0005022701,0.001242621,0.001963663,0.0006245648,0.001482567,0.0001851374],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004070539,"about_ca_system_score_gemma":0.005348516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426365,"about_ca_topic_score_gemma":0.001033328,"domain_scores_codex":[0.9917775,0.0009998536,0.001524297,0.001551319,0.002620564,0.001526504],"domain_scores_gemma":[0.9932465,0.0005468884,0.0008548874,0.00130641,0.002340495,0.001704838],"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":[0.0003879144,0.003061852,0.002000455,0.0005276859,0.0008737433,0.00003687833,0.01607116,0.00002800377,0.0003235888,0.00210572,0.9735202,0.001062776],"study_design_scores_gemma":[0.001233517,0.0004397935,0.0005133066,0.00273767,0.0003457277,0.00003611865,0.1430302,0.00001086249,0.0002612809,0.00005765222,0.8505465,0.0007873547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1287115,0.5308432,0.00007271918,0.1947132,0.01967011,0.005326708,0.001790195,0.0004208391,0.1184516],"genre_scores_gemma":[0.0819771,0.3553671,0.0006557367,0.06708702,0.009175738,0.0002354142,0.003819231,0.0004438026,0.4812389],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3627873,"threshold_uncertainty_score":0.9997526,"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."}}