{"id":"W4392297654","doi":"10.1080/02615479.2024.2320716","title":"Creating community in online critical social work courses","year":2024,"lang":"en","type":"article","venue":"Social Work Education","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Memorial University of Newfoundland","funders":"","keywords":"Social work; Sociology; Work (physics); Engineering ethics; Psychology; Medical education; Pedagogy; Political science; Medicine; Engineering","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002024166,0.0001590073,0.0002113021,0.0001660636,0.00705822,0.0005277733,0.0002960215,0.0003092386,0.002527769],"category_scores_gemma":[0.003039782,0.0001940894,0.0001239885,0.005338704,0.0005191416,0.0004798704,0.00004060901,0.001123272,0.000358054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007278948,"about_ca_system_score_gemma":0.002099951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00181702,"about_ca_topic_score_gemma":0.001570272,"domain_scores_codex":[0.9964683,0.002047322,0.0003432853,0.0002387772,0.0004384455,0.0004638804],"domain_scores_gemma":[0.9969194,0.002527986,0.00008618162,0.0001151759,0.0002237264,0.0001275549],"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":[0.00003519798,0.001060934,0.007916806,0.00004395866,0.00002407336,0.000001791784,0.3398253,6.882122e-7,0.000003686292,0.4103147,0.1138092,0.1269636],"study_design_scores_gemma":[0.0000850033,0.000009782875,0.07402082,0.000101505,0.0000501733,4.227346e-7,0.3158228,0.000001444753,0.000001370467,0.02273738,0.5869099,0.0002593738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4182888,0.001227458,0.00004945583,0.388202,0.008455129,0.0004325575,0.00001346109,0.0004072569,0.1829239],"genre_scores_gemma":[0.9793155,0.00002912579,0.0004079642,0.001077068,0.005089561,0.00007869172,0.0000814361,0.00003117015,0.01388945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5610268,"threshold_uncertainty_score":0.9983841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07157591089077854,"score_gpt":0.4598477992037753,"score_spread":0.3882718883129968,"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."}}