{"id":"W4283738524","doi":"10.1080/02615479.2022.2096214","title":"The state of doctoral social work education in Canada","year":2022,"lang":"en","type":"article","venue":"Social Work Education","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Regina","funders":"","keywords":"Social work; Bachelor; Scholarship; Sociology; Mentorship; Work (physics); Pedagogy; Medical education; Public relations; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01372967,0.0002442701,0.0006371302,0.00570148,0.01497247,0.009470684,0.002951076,0.000926271,0.004979413],"category_scores_gemma":[0.02849245,0.0006021362,0.000480238,0.01101105,0.006392196,0.002089041,0.00443132,0.00249564,0.00035982],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2629175,"about_ca_system_score_gemma":0.5102348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950067,"about_ca_topic_score_gemma":0.9970586,"domain_scores_codex":[0.981784,0.001712626,0.0007373575,0.001524371,0.008167889,0.006073797],"domain_scores_gemma":[0.9225824,0.005817399,0.003500692,0.00110037,0.03796742,0.02903176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007808682,0.000212463,0.3049261,0.002401071,0.0001794725,0.0005528252,0.08252091,0.001639042,0.001882163,0.08642651,0.09069859,0.42778],"study_design_scores_gemma":[0.00004819311,0.0001189553,0.6463237,0.002311601,0.00006072499,0.0001713261,0.0862793,0.001139579,0.0007368219,0.003090543,0.2594802,0.0002390726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.725862,0.03501226,0.001841244,0.1033813,0.0008132474,0.000332954,0.008785828,0.0002311847,0.1237401],"genre_scores_gemma":[0.9753839,0.01192973,0.001144196,0.002150581,0.00007196358,0.00007078629,0.001258968,0.00003550053,0.007954392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7370825,"threshold_uncertainty_score":0.8549112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372332006916193,"score_gpt":0.3469788735023645,"score_spread":0.3232555534332026,"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."}}