{"id":"W4236511230","doi":"10.1353/scp.0.0087","title":"Voice and Vision: A Guide to Writing History and Other Serious Nonfiction (review)","year":2010,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Paragraph; Context (archaeology); Sentence; Argument (complex analysis); Judgement; Literature; Visual arts; Linguistics; History; Computer science; Art; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003439256,0.001564804,0.001770313,0.006782189,0.0008320679,0.004403352,0.002397933,0.00311999,0.04015883],"category_scores_gemma":[0.01197925,0.0009941023,0.0014359,0.005883793,0.001334687,0.0058621,0.002078004,0.004684363,0.03930575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001860821,"about_ca_system_score_gemma":0.007303109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003999154,"about_ca_topic_score_gemma":0.007684422,"domain_scores_codex":[0.9971987,0.0008009587,0.000486869,0.0002093203,0.001163942,0.0001401558],"domain_scores_gemma":[0.9909406,0.003815056,0.0008822011,0.0002520133,0.00342526,0.0006849722],"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":[0.00001405791,0.000021262,0.00004711049,0.004873017,0.00001790874,0.00006858145,0.0001374817,0.00006891932,0.0001149884,0.001081236,0.7758887,0.2176668],"study_design_scores_gemma":[0.000008803902,0.00001624032,0.0001706454,0.004451773,0.000008414357,0.0002840692,0.0000823508,0.00002504836,0.00003321978,0.0008653915,0.9940408,0.00001317253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008557169,0.9527023,0.002776674,0.01519665,0.01181558,0.0003279049,0.0004882501,0.0003370621,0.01627003],"genre_scores_gemma":[0.001053445,0.9095831,0.006035377,0.01511726,0.007368645,0.001044413,0.001284258,0.0001917846,0.05832183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9955966,"threshold_uncertainty_score":0.1343447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997683873936515,"score_gpt":0.2821365028710646,"score_spread":0.2521596641316994,"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."}}