{"id":"W4390108895","doi":"10.29173/isotl695","title":"Expanding a Professional Learning Community to Focus on Inclusion, Belonging, and Student Success","year":2023,"lang":"en","type":"article","venue":"Imagining SoTL","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Inclusion (mineral); Disadvantaged; Elite; Institution; Pedagogy; Club; Professional development; Class (philosophy); Higher education; Faculty development; Learning community; Sociology; Professional learning community; Medical education; Psychology; Political science; Gender studies; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00282633,0.00009881422,0.0001341766,0.0002668285,0.006672041,0.0001628516,0.0003580147,0.00003364804,0.00007752394],"category_scores_gemma":[0.001486677,0.00009300447,0.00002263324,0.0007918044,0.0002178794,0.0001605607,0.00154292,0.0005494639,0.0001174199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428223,"about_ca_system_score_gemma":0.0001556389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003679429,"about_ca_topic_score_gemma":0.0009691859,"domain_scores_codex":[0.9976303,0.0008358883,0.0001421287,0.0001917656,0.0007574841,0.0004424577],"domain_scores_gemma":[0.9983685,0.001104867,0.0000500485,0.0001391211,0.00014004,0.000197418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001280137,0.00008390985,0.4125863,0.00001393234,0.00002101186,0.00001086227,0.5682983,0.00004710744,0.0002142237,0.003666343,0.006757372,0.008287844],"study_design_scores_gemma":[0.0004687841,0.0001713615,0.6571661,0.0003626555,0.000009509276,7.682926e-7,0.2475578,0.00004220243,0.0002569885,0.002729946,0.09089324,0.0003406589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385174,0.00005974293,0.00001687108,0.05261526,0.0004064023,0.0002433432,0.000001655687,0.0002657956,0.007873531],"genre_scores_gemma":[0.9939025,0.00004379997,0.0001170929,0.0002693377,0.0001719153,0.00009622295,0.0000036082,0.00001440265,0.005381098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3207405,"threshold_uncertainty_score":0.9946212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03849501553688779,"score_gpt":0.4752000081746898,"score_spread":0.436704992637802,"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."}}