{"id":"W4205278278","doi":"10.24251/hicss.2022.229","title":"Clio: Digital Transformation of Legal Practice - At COVID-19 Speed","year":2022,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Law, AI, and Intellectual Property","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Digital transformation; Transformation (genetics); Coronavirus disease 2019 (COVID-19); Computer science; World Wide Web; Medicine","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":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.005762221,0.0007251413,0.0009368423,0.00104974,0.00216904,0.00147527,0.01586843,0.0001955288,0.0001981218],"category_scores_gemma":[0.0005330227,0.0004822961,0.0006394785,0.002660082,0.002912204,0.007581399,0.003282828,0.0007365014,0.00004058409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379606,"about_ca_system_score_gemma":0.001414687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000507814,"about_ca_topic_score_gemma":0.000009673081,"domain_scores_codex":[0.9876345,0.000131219,0.002289405,0.001641026,0.007451782,0.0008520135],"domain_scores_gemma":[0.9881394,0.0004725072,0.003895309,0.0004353982,0.006705468,0.0003519402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004242413,0.0003060925,0.0008307156,0.0002543331,0.000125664,0.000001672022,0.006804427,0.0004011236,0.001773024,0.9840153,0.004639992,0.0004233946],"study_design_scores_gemma":[0.0015314,0.002718318,0.0002911588,0.001671765,0.00007350538,0.0008739786,0.9578146,0.0100329,0.004584457,0.004083216,0.01529249,0.001032184],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02831204,0.00003283551,0.0003742862,0.01549978,0.003814937,0.001177506,0.0009812516,0.0001875037,0.9496198],"genre_scores_gemma":[0.9955287,0.00002868237,0.0004187055,0.0005253879,0.0002108608,0.00009489593,0.000007490228,0.00002772285,0.00315753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9799321,"threshold_uncertainty_score":0.9998013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05656044895933209,"score_gpt":0.3012230074010223,"score_spread":0.2446625584416902,"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."}}