{"id":"W2903473192","doi":"10.15353/acmla.n160.310","title":"Empowered Workflows: Automation for Everyone","year":2018,"lang":"en","type":"article","venue":"Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)","topic":"Robotic Process Automation Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Workflow; Automation; Computer science; Software engineering; Process management; Engineering; Database; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003201384,0.0008561751,0.0004937951,0.0008057104,0.002533588,0.004872041,0.0008561935,0.00197943,0.01765836],"category_scores_gemma":[0.01062569,0.000430145,0.0003784504,0.0008156465,0.00214487,0.006372064,0.003289695,0.004697253,0.01031757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762569,"about_ca_system_score_gemma":0.004920573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01478323,"about_ca_topic_score_gemma":0.02521527,"domain_scores_codex":[0.9967194,0.0007527611,0.000207222,0.0008210522,0.001261008,0.0002385339],"domain_scores_gemma":[0.995209,0.001464246,0.0001623648,0.0003830213,0.002138839,0.0006424846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002520885,0.00001814932,0.0001910897,0.000111016,0.000004212926,0.0001079327,0.002300997,0.0004407057,0.0009168625,0.02063684,0.8722908,0.1029562],"study_design_scores_gemma":[0.000003122793,0.000006060432,0.0001546869,0.00008061472,0.00000195066,0.00008495535,0.000588841,0.0004027741,0.0003351998,0.003618783,0.9947114,0.00001147311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007726041,0.01893017,0.2605105,0.3476764,0.1299314,0.0005839735,0.001054432,0.009756728,0.2238304],"genre_scores_gemma":[0.06267068,0.01309825,0.06348645,0.04538943,0.01465125,0.0002954913,0.00114417,0.004988845,0.7942754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01765836,"threshold_uncertainty_score":0.05907309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006250543528216196,"score_gpt":0.1823364101456781,"score_spread":0.1760858666174619,"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."}}