{"id":"W2994617407","doi":"10.7202/1065102ar","title":"README. WRITING NOTES","year":2019,"lang":"en","type":"article","venue":"Surfaces","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Temporality; Literature; Computer science; Linguistics; Art; Philosophy; Epistemology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004648699,0.0004539023,0.0002292771,0.001131159,0.001125359,0.003141424,0.0008838607,0.0009211014,0.5925179],"category_scores_gemma":[0.005545158,0.0001532859,0.0001793483,0.001024375,0.0005425184,0.003060762,0.002678479,0.001306896,0.2964472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000305069,"about_ca_system_score_gemma":0.0005681702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00092928,"about_ca_topic_score_gemma":0.004044344,"domain_scores_codex":[0.9996044,0.00008733433,0.00002596392,0.00005674136,0.0001888063,0.00003681458],"domain_scores_gemma":[0.9977677,0.0009140164,0.0001476067,0.0004213822,0.0003986935,0.0003505753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000867424,0.00002882098,0.0001208185,0.0002786878,0.000002132604,0.0001318105,0.0009051898,0.00002227013,0.0007207535,0.005470417,0.7790221,0.2132102],"study_design_scores_gemma":[0.00001198977,0.00001084415,0.0002880471,0.00009027004,0.000001275889,0.00008374506,0.0003772111,0.0000279885,0.0003789362,0.001307058,0.9974172,0.000005416864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003037434,0.002568595,0.004102812,0.004708157,0.004031188,0.00007213374,0.008757108,0.008478162,0.9642444],"genre_scores_gemma":[0.02437795,0.001517981,0.003403408,0.001349421,0.001117295,0.00006949254,0.003843385,0.003176721,0.9611444],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4074821,"threshold_uncertainty_score":0.5812238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05093996452098642,"score_gpt":0.2365468084031144,"score_spread":0.1856068438821279,"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."}}