{"id":"W4401504863","doi":"10.55016/ojs/tsw.v2i1.77844","title":"Instructor led rotational model: An innovative approach to social work practicums in hospital environments","year":2024,"lang":"en","type":"article","venue":"Transformative Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health; University of Calgary; MacEwan University","funders":"","keywords":"Practicum; Social work; Bachelor; Medical education; Public relations; Feeling; Psychology; Mental health; Social isolation; Sociology; Pedagogy; Nursing; Medicine; Political science; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001263949,0.0002735125,0.0003142819,0.0002364393,0.002898529,0.0003912826,0.0003325352,0.0003074148,0.0005433652],"category_scores_gemma":[0.000204909,0.000303592,0.000122438,0.008193227,0.0004056041,0.002154251,0.0000243179,0.0007733841,0.0003530983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000780537,"about_ca_system_score_gemma":0.0006170666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007466079,"about_ca_topic_score_gemma":0.00005828101,"domain_scores_codex":[0.9968646,0.00075762,0.0004971107,0.0004233342,0.0008599505,0.0005974042],"domain_scores_gemma":[0.9991525,0.0003208023,0.0001366804,0.00008188927,0.0001230322,0.0001850995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001418974,0.0004375473,0.0002500916,0.00001178678,0.00007007943,0.000001388253,0.7563987,0.0001082447,0.000005245235,0.219576,0.003301995,0.01969698],"study_design_scores_gemma":[0.001498997,0.0001548382,0.05212319,0.0000725065,0.00009966573,5.985482e-7,0.498553,0.0003170952,0.00003508518,0.02084957,0.4247857,0.001509686],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5031976,0.0001042189,0.02391986,0.1342634,0.002447057,0.003348768,0.0001351744,0.0004553742,0.3321286],"genre_scores_gemma":[0.9928662,0.00001003885,0.00270404,0.0006185922,0.0008205188,0.0003349131,0.00009816768,0.00004229997,0.002505259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4896686,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03542789380774049,"score_gpt":0.3499625926036341,"score_spread":0.3145346987958936,"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."}}