{"id":"W2975307565","doi":"10.3138/ecf.32.1.218","title":"<i>Interacting with Print: Elements of Reading in the Era of Print Saturation</i> by The Multigraph Collective","year":2019,"lang":"en","type":"article","venue":"Eighteenth-Century Fiction","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Multigraph; Reading (process); Saturation (graph theory); Computer science; Art; Mathematics; Philosophy; Linguistics; Theoretical computer science; Combinatorics","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":[],"consensus_categories":[],"category_scores_codex":[0.003833079,0.0004842523,0.0003710219,0.002692139,0.01507379,0.02578416,0.001341697,0.003966927,0.02158933],"category_scores_gemma":[0.009967878,0.0002888503,0.0003653949,0.003371964,0.04752069,0.02016295,0.009523408,0.005512996,0.002051476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004681856,"about_ca_system_score_gemma":0.003344482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006758946,"about_ca_topic_score_gemma":0.01210179,"domain_scores_codex":[0.9971928,0.00172537,0.00006427427,0.0003403567,0.0003867601,0.0002903118],"domain_scores_gemma":[0.9909176,0.006552482,0.0004811232,0.0008477686,0.0005313266,0.0006696904],"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":[0.00004021615,0.00002281437,0.00103461,0.0001098182,0.00001008548,0.0002501825,0.374866,0.00005829475,0.0003104214,0.5690746,0.03225992,0.02196316],"study_design_scores_gemma":[0.00001336982,0.0000209306,0.002444549,0.0004339543,0.00001947751,0.0003575461,0.1567882,0.0001745294,0.0005243086,0.1827019,0.6564935,0.0000277622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.04781848,0.008104587,0.004843948,0.07988047,0.001387735,0.00002935275,0.0001216392,0.000215175,0.8575987],"genre_scores_gemma":[0.8957427,0.002846281,0.001626795,0.007571271,0.001940008,0.00007209482,0.00008436932,0.000431032,0.08968545],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02578416,"threshold_uncertainty_score":0.07222354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454466258731317,"score_gpt":0.2124243905136131,"score_spread":0.1978797279263,"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."}}