{"id":"W4322618977","doi":"10.16995/dscn.8855","title":"Distant Reading Two Decades On: Reflections on the Digital Turn in the Study of Literature","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Humanities; Style (visual arts); Sociology; Art; Philosophy; Linguistics; Literature","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006783356,0.0005480613,0.0005668749,0.0002685955,0.001487681,0.004417102,0.0006673627,0.00009444636,0.00002649711],"category_scores_gemma":[0.0005558705,0.0003226816,0.0002972948,0.0006726247,0.0008826093,0.00131935,0.0003049129,0.0009552742,0.0001087384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606656,"about_ca_system_score_gemma":0.00004506909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001312109,"about_ca_topic_score_gemma":0.002909003,"domain_scores_codex":[0.9971833,0.0002196373,0.000723389,0.0005537636,0.0006378804,0.0006820142],"domain_scores_gemma":[0.9968397,0.001980618,0.000229714,0.0006359135,0.0002449026,0.0000691343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001256881,0.0013484,0.0003066171,0.000094553,0.000301404,0.0001926982,0.7398244,0.00006563047,9.705426e-7,0.2477263,0.007837241,0.002176153],"study_design_scores_gemma":[0.0004650619,0.001262255,0.0003115779,0.0008028405,0.000001293458,0.00001143446,0.7635737,0.000005883348,0.00000758316,0.03327115,0.1999941,0.0002931811],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6873507,0.002160911,5.448631e-7,0.005667499,0.0009261042,0.00078942,0.0008246951,0.0000833408,0.3021968],"genre_scores_gemma":[0.9616798,0.0005345258,9.130859e-8,0.0004601933,0.0008889416,0.0002136789,0.00008346285,0.00006021324,0.03607907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2743292,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125128363675457,"score_gpt":0.3306954385814867,"score_spread":0.218182602213941,"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."}}