{"id":"W2590621482","doi":"10.29173/md28623","title":"Review of Franco Moretti's Distant Reading","year":2016,"lang":"en","type":"article","venue":"Multilingual Discourses","topic":"Italian Literature and Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reading (process); Art; History; Literature; Linguistics; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001029546,0.0001476799,0.0002480044,0.00002870974,0.00009767093,0.00003913718,0.0001456801,0.00003169901,0.001974479],"category_scores_gemma":[0.0001050176,0.00007482508,0.0001344022,0.00002687657,0.0002464277,0.0002113761,0.00001964371,0.00006284681,0.00005541372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001117282,"about_ca_system_score_gemma":0.00002203244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000197378,"about_ca_topic_score_gemma":0.00004579076,"domain_scores_codex":[0.9991666,0.00002814808,0.000273826,0.0001845983,0.0001590639,0.0001877323],"domain_scores_gemma":[0.9994217,0.00004414356,0.0001145293,0.0002307204,0.000141722,0.00004719312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007898389,0.0003402335,0.0006548807,0.006563568,0.0001776369,0.00004604669,0.06765409,1.69179e-7,0.008216145,0.5838499,0.2521998,0.08021853],"study_design_scores_gemma":[0.0002655491,0.00005546156,0.00007580802,0.0155916,0.00006068983,0.000002901404,0.002968174,8.299316e-7,0.005006196,0.0006615806,0.9750873,0.0002238613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.215599,0.4200518,0.00008725106,0.006047203,0.005765025,0.001203592,0.002151183,0.0003957055,0.3486992],"genre_scores_gemma":[0.9719719,0.001316915,0.00005221931,0.001017362,0.0009412813,0.000012825,0.00003443965,0.00002311895,0.02462989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7563729,"threshold_uncertainty_score":0.9989378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028191275726463,"score_gpt":0.2814048574831207,"score_spread":0.261122944725856,"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."}}