{"id":"W4206600259","doi":"10.36021/jethe.v4i3.250","title":"Creating an Inclusive Learning Community to Better Serve Minority Students","year":2022,"lang":"en","type":"article","venue":"Journal of Effective Teaching in Higher Education","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Durham College","funders":"","keywords":"Transgender; Disengagement theory; Lesbian; Psychology; Queer; Harm; Ethnic group; Mental health; Pedagogy; Social psychology; Sociology; Medicine; Gerontology; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007818203,0.0001074965,0.0002109832,0.0004037473,0.00251718,0.0000980178,0.0007470953,0.00007166494,0.00009051896],"category_scores_gemma":[0.001129953,0.0001166877,0.0000592442,0.0003412445,0.00005676201,0.0004837961,0.0003129462,0.002955589,0.000002642155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024206,"about_ca_system_score_gemma":0.000206109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00731512,"about_ca_topic_score_gemma":0.000598916,"domain_scores_codex":[0.9911981,0.007492567,0.0003063791,0.0001147822,0.0006461935,0.0002420291],"domain_scores_gemma":[0.99872,0.0004445681,0.0004432083,0.0001494297,0.0001178038,0.0001249313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005798465,0.001349112,0.9107589,0.000009554904,0.00002237894,0.000003488396,0.07435406,0.0002952368,0.0005051465,0.0003155328,0.0003506833,0.01197793],"study_design_scores_gemma":[0.0003592609,0.0006197132,0.9613329,0.00008340547,0.00001962782,0.000006381078,0.03341891,0.000003707686,0.00003024448,0.001273484,0.002738284,0.0001141192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922835,0.00003174167,0.00001980598,0.002527509,0.001182591,0.0003678293,9.307079e-7,0.00003206667,0.003554088],"genre_scores_gemma":[0.9975605,7.903987e-7,0.0006229845,0.0008570263,0.0004068841,0.0000289085,0.000002778962,0.00001181182,0.0005082866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05057396,"threshold_uncertainty_score":0.9993446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361841797739387,"score_gpt":0.4083425437269337,"score_spread":0.3847241257495398,"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."}}