{"id":"W6893121643","doi":"10.5281/zenodo.13287093","title":"Digital Transformation: A Case Study of a Legal Firm in Sri Lanka and Its Impact","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Artificial Intelligence in Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Canada West","funders":"","keywords":"Confidentiality; Adaptability; Digital transformation; Work (physics); Data security; Customer satisfaction; Operational efficiency; Sri lanka","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":[0.001392322,0.0003763203,0.0003755404,0.002341873,0.01346663,0.004991898,0.002000261,0.003026092,0.006295433],"category_scores_gemma":[0.003284391,0.0003539218,0.0004179896,0.003558089,0.005456011,0.00271039,0.004386089,0.003363785,0.0007652602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008157873,"about_ca_system_score_gemma":0.004272232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04637313,"about_ca_topic_score_gemma":0.1056359,"domain_scores_codex":[0.9979539,0.0009257794,0.00008076074,0.0001519294,0.0002801311,0.0006074283],"domain_scores_gemma":[0.9970347,0.001190477,0.000472042,0.0001576708,0.0002671001,0.0008780019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001552517,0.002206685,0.09864525,0.0004119949,0.00006392263,0.2495351,0.5608443,0.001665815,0.0019596,0.02493951,0.008213373,0.05135927],"study_design_scores_gemma":[0.00001465515,0.000299592,0.03834538,0.0001832061,0.00002849205,0.01255555,0.9126732,0.001308926,0.0007222779,0.001059062,0.03276211,0.000047638],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823676,0.0002767444,0.0004216033,0.002314417,0.00001749649,0.00009028234,0.0000742869,0.00001369784,0.01442396],"genre_scores_gemma":[0.9935173,0.0006205794,0.0005274957,0.0004560987,0.00001333083,0.00002717995,0.00005844625,0.00001145892,0.004768102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04637313,"threshold_uncertainty_score":0.09220642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3392509188562109,"score_gpt":0.6286112779103395,"score_spread":0.2893603590541286,"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."}}