{"id":"W2083017861","doi":"10.1177/0014585813497336","title":"Machiavelli on Dante on language","year":2013,"lang":"en","type":"article","venue":"Forum Italicum A Journal of Italian Studies","topic":"Renaissance and Early Modern Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Philosophy; Criticism; Lingua franca; Literature; The Renaissance; Perspective (graphical); Reflexive pronoun; Classics; Humanities; Art; Epistemology; Art history","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001623955,0.0002881722,0.0005429245,0.0002140163,0.0004465735,0.0001911081,0.0002377803,0.00003382851,0.0005426169],"category_scores_gemma":[0.00009948504,0.0001810879,0.0002861317,0.00004496411,0.0003631616,0.0004721927,0.00007021045,0.0002400121,0.0008033119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005353666,"about_ca_system_score_gemma":0.00001482119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007630485,"about_ca_topic_score_gemma":0.0002259488,"domain_scores_codex":[0.9984112,0.0000427435,0.0005193411,0.0001768092,0.0004370509,0.0004129062],"domain_scores_gemma":[0.9988495,0.0001289194,0.0003638226,0.0002082236,0.0003588596,0.00009072087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001276233,0.0002770629,0.0009364758,0.00007719041,0.001453492,0.0001287689,0.09335664,0.00002320243,0.0001727158,0.05448247,0.8420883,0.006875993],"study_design_scores_gemma":[0.002171162,0.005955892,0.002803386,0.001568707,0.00023195,0.00009826176,0.5382259,0.00002664086,0.001464298,0.0114046,0.4349689,0.001080208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8558246,0.01324344,0.00001043386,0.009853506,0.002249178,0.000293889,0.00005219426,0.00005313004,0.1184196],"genre_scores_gemma":[0.9821838,0.0003950146,0.00002913423,0.001492688,0.001010077,0.00001619839,0.000001700714,0.00003072324,0.01484066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4448693,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04691041766530828,"score_gpt":0.2826671697259914,"score_spread":0.2357567520606831,"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."}}