{"id":"W2942097318","doi":"10.16995/dscn.287","title":"Illuminating Systemic Functional Grammatics (Theory) as a Viable Tool of Digital Humanities","year":2019,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital humanities; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005912642,0.0007177264,0.0004272751,0.003346622,0.003287823,0.007179244,0.001147581,0.002389175,0.004442239],"category_scores_gemma":[0.004693162,0.0003644203,0.0005069494,0.002091036,0.04889003,0.01070251,0.003513321,0.003042382,0.0005180947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004912768,"about_ca_system_score_gemma":0.002825748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438593,"about_ca_topic_score_gemma":0.001659986,"domain_scores_codex":[0.9950967,0.004044489,0.000108161,0.000306147,0.0003016145,0.0001427489],"domain_scores_gemma":[0.9949985,0.00374511,0.0002911045,0.0005992612,0.0002302815,0.0001358828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002050141,0.000003226121,0.00006139032,0.00001939208,8.196432e-7,0.00002554903,0.002548942,0.0001036479,0.00005373107,0.9947496,0.0002426888,0.002188978],"study_design_scores_gemma":[0.00000685334,0.00002548186,0.0002359015,0.0001016388,0.000003435998,0.0001891504,0.004719317,0.001796621,0.0003041711,0.9495148,0.04309561,0.000007068528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0567719,0.006604031,0.4137543,0.03965343,0.0007480789,0.0001318882,0.0001308118,0.0004056934,0.4817998],"genre_scores_gemma":[0.929419,0.001667002,0.05595625,0.001299568,0.0003382646,0.0002011959,0.0000765845,0.0001354102,0.01090667],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007179244,"threshold_uncertainty_score":0.03564477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412595100542566,"score_gpt":0.2249894212485362,"score_spread":0.1837299111942796,"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."}}