{"id":"W4390863696","doi":"10.1080/17525098.2023.2296412","title":"Practice research’s challenges and opportunities across project conceptualisation, implementation, and dissemination: a Singaporean case study","year":2024,"lang":"en","type":"article","venue":"China Journal of Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Reach Technologies (Canada)","funders":"","keywords":"Agency (philosophy); Exploratory research; Work (physics); Public relations; Qualitative research; Sociology; Structure and agency; Practice research; Best practice; Knowledge management; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03922942,0.0005183949,0.0006642567,0.001144182,0.01250715,0.005349644,0.001975857,0.003286112,0.002757024],"category_scores_gemma":[0.0251279,0.0006418013,0.0007051919,0.002208428,0.006736791,0.004457753,0.008037407,0.004048362,0.0006683599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007073578,"about_ca_system_score_gemma":0.01440384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01101995,"about_ca_topic_score_gemma":0.02035017,"domain_scores_codex":[0.9618248,0.03181388,0.001586227,0.001026765,0.00212522,0.001623147],"domain_scores_gemma":[0.9722437,0.01295248,0.002835579,0.002803273,0.004256374,0.004908603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001448982,0.0007840961,0.0277464,0.000710401,0.00003684628,0.02616665,0.8726462,0.0006517197,0.001960296,0.01612858,0.004202934,0.04882102],"study_design_scores_gemma":[0.00006467134,0.001097213,0.01446243,0.001348873,0.00004945998,0.01075703,0.8584296,0.002200132,0.002161407,0.005736561,0.1035683,0.0001243256],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959916,0.001087339,0.009698774,0.01409612,0.0001075595,0.0008547823,0.0000706145,0.0000482266,0.01412054],"genre_scores_gemma":[0.9845527,0.001011588,0.008612217,0.001398666,0.00003179222,0.0006895246,0.00003632759,0.0000311208,0.003635896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03922942,"threshold_uncertainty_score":0.2074675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2736358523275292,"score_gpt":0.5573836451324334,"score_spread":0.2837477928049042,"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."}}