{"id":"W4241141619","doi":"10.3138/ecf.24.2.161","title":"Counting, Resonance, and Form, A Speculative Manifesto (with Notes)","year":2011,"lang":"en","type":"article","venue":"Eighteenth-Century Fiction","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Manifesto; History; Field (mathematics); Space (punctuation); Literature; Literary criticism; Epistemology; Aesthetics; Sociology; Philosophy; Linguistics; Law; Computer science; Art; Political science","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":[0.002979062,0.0007233308,0.0003317302,0.00239614,0.006146056,0.01171924,0.001433126,0.001925228,0.006691082],"category_scores_gemma":[0.009256173,0.0002974717,0.0005021962,0.002188645,0.04228315,0.01597675,0.003551323,0.003673326,0.001311283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003466791,"about_ca_system_score_gemma":0.001603697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005446224,"about_ca_topic_score_gemma":0.007313523,"domain_scores_codex":[0.997707,0.001130179,0.00008454824,0.0004778167,0.0004487123,0.0001516545],"domain_scores_gemma":[0.996546,0.002074443,0.0002541776,0.0005541833,0.0004444199,0.000126795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007275604,0.000002955207,0.0001014709,0.00001526488,0.00000149266,0.00001753644,0.002930682,0.00003229914,0.00003901054,0.9851854,0.008989044,0.002677724],"study_design_scores_gemma":[0.00001125392,0.0000117248,0.0004479662,0.00009137659,0.000005196731,0.0001404723,0.003313134,0.0002649674,0.0002691564,0.7586275,0.2368032,0.00001403267],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0235708,0.0230722,0.04942833,0.1779483,0.005855021,0.00009814286,0.0004281809,0.0002756509,0.7193233],"genre_scores_gemma":[0.7787543,0.0069239,0.01733822,0.01742882,0.007612485,0.0003199466,0.0002035354,0.0004974451,0.1709213],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01171924,"threshold_uncertainty_score":0.0251534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04244714897926817,"score_gpt":0.202175370464597,"score_spread":0.1597282214853288,"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."}}