{"id":"W2186492224","doi":"","title":"UPDATE ON THE DNE WORD-FILE DIGITIZATION PROJECT","year":2015,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Digitization; Word (group theory); Computer science; Linguistics; World Wide Web; Natural language processing; Telecommunications; Philosophy","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":[0.01948387,0.001055635,0.0008946788,0.01050943,0.002397708,0.007088581,0.00332348,0.001467285,0.1324238],"category_scores_gemma":[0.05684787,0.001113875,0.000565595,0.008741612,0.001462301,0.010396,0.008728436,0.003238873,0.120164],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002928132,"about_ca_system_score_gemma":0.004592557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009784874,"about_ca_topic_score_gemma":0.01559358,"domain_scores_codex":[0.9884156,0.001651657,0.001335365,0.001111611,0.007073699,0.0004120806],"domain_scores_gemma":[0.9573567,0.006151654,0.001380044,0.01266726,0.02057706,0.001867322],"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":[0.0001409207,0.00008534113,0.0009137039,0.0003096827,0.000009584016,0.0001399911,0.0008480403,0.0002285605,0.001163658,0.00838234,0.7330016,0.2547766],"study_design_scores_gemma":[0.000006966345,0.000007759329,0.0005868274,0.0001122692,0.000002456763,0.00007920277,0.0001061566,0.00009331015,0.0006987737,0.0007733034,0.9975182,0.00001476158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01344386,0.005467217,0.1224945,0.02591227,0.02959345,0.002841134,0.2673781,0.06589914,0.4669703],"genre_scores_gemma":[0.01696598,0.005274915,0.2054655,0.004657057,0.002773178,0.003684968,0.3229055,0.031952,0.4063209],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9970719,"threshold_uncertainty_score":0.4430016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703486659951006,"score_gpt":0.2181846778030815,"score_spread":0.1911498112035714,"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."}}