{"id":"W4384284948","doi":"10.5406/23256672.99.4.20","title":"Contributors","year":2022,"lang":"en","type":"article","venue":"Italica","topic":"Italian Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Citation; Library science; Art; Art history; Humanities; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001697702,0.000817053,0.0006097744,0.003024047,0.003039814,0.006794677,0.001859044,0.002146859,0.4742588],"category_scores_gemma":[0.01021925,0.0003678118,0.000476729,0.003081996,0.000816155,0.004237366,0.003259497,0.002263019,0.2986081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00305422,"about_ca_system_score_gemma":0.004121969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00302235,"about_ca_topic_score_gemma":0.004236549,"domain_scores_codex":[0.9979953,0.0002788726,0.00008936113,0.0003921376,0.0009590868,0.0002852735],"domain_scores_gemma":[0.9938614,0.0006215716,0.0001864589,0.0006196445,0.003516946,0.001193994],"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":[0.0000137724,0.000008793596,0.0001245995,0.0000596168,0.000001398599,0.00003550588,0.0001602052,0.00001922182,0.00004862034,0.007734186,0.9624414,0.02935262],"study_design_scores_gemma":[0.000002029245,0.000002747637,0.0001543131,0.00006354304,8.25761e-7,0.00003261262,0.0001235969,0.000009855521,0.00002178754,0.0009278979,0.9986587,0.000002125588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001484499,0.00736435,0.001719292,0.03147229,0.04558956,0.0002905568,0.005551213,0.001107869,0.9054203],"genre_scores_gemma":[0.006008926,0.003877908,0.001120455,0.005149942,0.006245891,0.0001635229,0.004018744,0.0005086459,0.9729061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4742588,"threshold_uncertainty_score":0.7499061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009445179074946271,"score_gpt":0.1708925592078778,"score_spread":0.1614473801329316,"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."}}