{"id":"W2883657125","doi":"10.16995/dm.79","title":"DM Reviews – June 2018","year":2018,"lang":"en","type":"article","venue":"Digital Medievalist","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palaeography; Outreach; Library science; Digital humanities; History; Classics; Art; Art history; Humanities; Media studies; Sociology; Computer science; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002287829,0.001100912,0.001816926,0.003866257,0.001022295,0.007462172,0.002988889,0.003970919,0.3155513],"category_scores_gemma":[0.01190262,0.0007116633,0.001521091,0.002714298,0.0009577989,0.004420483,0.003445354,0.003671933,0.23523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002440816,"about_ca_system_score_gemma":0.00529114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141886,"about_ca_topic_score_gemma":0.002588911,"domain_scores_codex":[0.9966834,0.00051014,0.0003952589,0.0004841558,0.001534472,0.000392528],"domain_scores_gemma":[0.9932166,0.001264837,0.0007089353,0.0005889612,0.003248335,0.0009723459],"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":[0.00004905339,0.00002801841,0.00005442613,0.003598125,0.00002536158,0.00007837124,0.00004397931,0.00003485183,0.00026451,0.001931228,0.8201606,0.1737314],"study_design_scores_gemma":[0.000007685967,0.000008526726,0.0000533722,0.0009179776,0.000007093608,0.00007647876,0.00001240269,0.000004177708,0.00002763023,0.0002003844,0.9986811,0.000003192455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.0003980181,0.5884271,0.001347485,0.03757061,0.1619637,0.000441128,0.003778866,0.001214311,0.2048588],"genre_scores_gemma":[0.003495285,0.5103273,0.001816257,0.04294449,0.0635478,0.0004290235,0.007254852,0.0006216626,0.3695633],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3155513,"threshold_uncertainty_score":0.9762831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08253923795014995,"score_gpt":0.2679678937752778,"score_spread":0.1854286558251279,"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."}}