{"id":"W2219329158","doi":"10.22230/src.2012v3n4a57","title":"The Beginning, The Middle, and The End: New Tools for the Scholarly Edition","year":2013,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Affordance; Computer science; Set (abstract data type); Reading (process); World Wide Web; Digital humanities; Digital library; Interface (matter); Human–computer interaction; Linguistics; Programming language","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004478516,0.0006954568,0.0004972938,0.001367262,0.002192974,0.009697992,0.001808285,0.002268272,0.01613932],"category_scores_gemma":[0.02443297,0.0005802181,0.0006876929,0.0007003379,0.004473408,0.02338529,0.008407959,0.001898238,0.002570595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004617792,"about_ca_system_score_gemma":0.0007508912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002395073,"about_ca_topic_score_gemma":0.00044052,"domain_scores_codex":[0.9967692,0.001809509,0.0002151627,0.0003603174,0.0006541617,0.0001917106],"domain_scores_gemma":[0.9859844,0.0101877,0.0005562177,0.001825502,0.0004200862,0.001026088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001357254,0.0007841618,0.006023353,0.001742495,0.00004787548,0.002294897,0.2252663,0.001602385,0.03010598,0.3020497,0.01880988,0.4099157],"study_design_scores_gemma":[0.0004536233,0.001336392,0.007228694,0.002063844,0.0001445036,0.004064966,0.07578162,0.009926316,0.01743675,0.1774531,0.7035998,0.0005105075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3005408,0.002221524,0.4953276,0.004590052,0.0009247932,0.0005519681,0.0002905648,0.01091848,0.1846342],"genre_scores_gemma":[0.6354257,0.0007241458,0.3414331,0.0009347426,0.0001531043,0.0005744203,0.0001987189,0.001428023,0.01912813],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.990302,"threshold_uncertainty_score":0.05399144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2435552850889164,"score_gpt":0.3274853188218323,"score_spread":0.08393003373291599,"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."}}