{"id":"W4391644097","doi":"10.7202/1108988ar","title":"TRANSFORMING FIELD EDUCATION: VOICES OF FIELD EDUCATORS IN CANADA","year":2024,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Agency (philosophy); Public relations; Social work; Government (linguistics); Restructuring; Sociology; Transformative learning; Work (physics); Thematic analysis; Political science; Professional development; Pedagogy; Qualitative research; Social science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01182823,0.0004126211,0.0008273945,0.002207295,0.02640896,0.0129182,0.003145961,0.003364882,0.002762832],"category_scores_gemma":[0.01442141,0.0004269156,0.000375154,0.006370645,0.0104566,0.003210114,0.006709664,0.006426681,0.0002151902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1101383,"about_ca_system_score_gemma":0.333299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9813634,"about_ca_topic_score_gemma":0.9916732,"domain_scores_codex":[0.9911957,0.002116228,0.0002492467,0.0004587236,0.002443049,0.003537052],"domain_scores_gemma":[0.9787701,0.005058201,0.0009999719,0.000270145,0.006674765,0.008226937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006899519,0.00009086613,0.01634703,0.001158213,0.00001874017,0.001894349,0.8373569,0.00008763347,0.0004661056,0.01182112,0.04014126,0.09054887],"study_design_scores_gemma":[0.00001080492,0.00002907326,0.01348786,0.001392662,0.00001545796,0.0002601357,0.8247091,0.00003978686,0.00009852219,0.0004989204,0.1594173,0.00004043277],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6533393,0.1022397,0.0005122413,0.1685524,0.001964778,0.0002566805,0.0004240361,0.0000517782,0.07265916],"genre_scores_gemma":[0.9220732,0.04847981,0.0003868002,0.01611484,0.0001659496,0.00006446408,0.0001381886,0.00003953423,0.0125372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1101383,"threshold_uncertainty_score":0.7991134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356901301545233,"score_gpt":0.3531589462825672,"score_spread":0.3295899332671149,"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."}}