{"id":"W4391312647","doi":"10.33137/rr.v41i4.32460","title":"McGann, Jerome, project dir. Juxta. Open-source tool and web service","year":2019,"lang":"en","type":"article","venue":"Renaissance and Reformation","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Juxta; Open source; Service (business); World Wide Web; Computer science; Art; Operating system; Software; Business; Biology; Anatomy; Marketing","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":[0.01055531,0.001350316,0.0009268996,0.006768058,0.002808638,0.008506483,0.002461997,0.002394856,0.2057768],"category_scores_gemma":[0.02719382,0.0006466727,0.0007002939,0.007343011,0.001652932,0.006286243,0.00468106,0.002253206,0.1685849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002510489,"about_ca_system_score_gemma":0.007784432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0370466,"about_ca_topic_score_gemma":0.03143138,"domain_scores_codex":[0.9947261,0.0009340082,0.000230008,0.0007190085,0.002986883,0.0004038499],"domain_scores_gemma":[0.9833516,0.004583134,0.0004865137,0.002291599,0.006308661,0.002978516],"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":[0.0002378253,0.00004235695,0.0003678912,0.000398812,0.00001318231,0.00007097622,0.0004654211,0.0001300224,0.001075214,0.01008821,0.8421807,0.1449295],"study_design_scores_gemma":[0.00003643186,0.00001861581,0.0009928001,0.0002025872,0.00001563458,0.00008261539,0.0004141381,0.0006208707,0.001153137,0.005564531,0.9908745,0.00002411327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.006993649,0.0191064,0.145481,0.1165902,0.01202505,0.001857489,0.2120261,0.1367558,0.3491645],"genre_scores_gemma":[0.03204526,0.007385347,0.1128234,0.00598059,0.001378677,0.00189933,0.1215026,0.0684795,0.6485052],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2057768,"threshold_uncertainty_score":0.688392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522818855516822,"score_gpt":0.2393872195155033,"score_spread":0.2041590309603351,"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."}}