{"id":"W2939742007","doi":"10.1177/2158244019841922","title":"Research Practicum: An Experiential Model for Social Work Research","year":2019,"lang":"en","type":"article","venue":"SAGE Open","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Practicum; Mentorship; Experiential learning; Psychology; Exploratory research; Social cognitive theory; Social skills; Pedagogy; Medical education; Social psychology; Sociology","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01762601,0.00007632512,0.0001466102,0.0001229772,0.006217873,0.001470373,0.001246847,0.0001977066,0.007606715],"category_scores_gemma":[0.002103661,0.00008294046,0.00005152517,0.002008913,0.0003653272,0.00160824,0.0003141395,0.0006163127,0.001433363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594815,"about_ca_system_score_gemma":0.001685866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655993,"about_ca_topic_score_gemma":0.001457779,"domain_scores_codex":[0.9947191,0.002783355,0.0001733279,0.0004157052,0.001143712,0.0007647913],"domain_scores_gemma":[0.9967508,0.001863256,0.00007594773,0.0003089407,0.0007909743,0.000210134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000817492,0.0004914191,0.0007881693,0.00001035504,0.00002673062,0.000001495728,0.3588776,0.00001028795,0.000131597,0.3439238,0.2600076,0.03491353],"study_design_scores_gemma":[0.0003637305,0.00005477405,0.0002880129,0.000007048327,0.000004085208,8.408161e-8,0.1900723,0.0001318249,0.00002140536,0.01386373,0.7950746,0.0001184586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1348362,0.000068482,0.0003903048,0.08732702,0.001267731,0.004449437,0.00001066532,0.00006031427,0.7715899],"genre_scores_gemma":[0.754106,0.00001447765,0.001600765,0.0002560598,0.0009516189,0.0004583578,0.00001367803,0.00002350094,0.2425755],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6192698,"threshold_uncertainty_score":0.9995662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4682872417201395,"score_gpt":0.6236585859206089,"score_spread":0.1553713442004693,"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."}}