{"id":"W3154296573","doi":"10.3138/jsp.52.3.01","title":"The Stages of Revising a Dissertation into a Book","year":2021,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optimal distinctiveness theory; Patience; Scope (computer science); Compassion; Key (lock); Process (computing); Sociology; Humanism; Psychology; Computer science; Engineering ethics; Epistemology; Social psychology; Political science; Law; Engineering; 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.07093577,0.0009896891,0.0007486402,0.004188114,0.01097243,0.02533562,0.00284468,0.00267863,0.009348133],"category_scores_gemma":[0.2081884,0.001717161,0.001175047,0.002608187,0.009848954,0.01150497,0.008184081,0.01463954,0.01084093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00601407,"about_ca_system_score_gemma":0.01686793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936785,"about_ca_topic_score_gemma":0.003276013,"domain_scores_codex":[0.9535341,0.02601341,0.003575178,0.002147151,0.01369337,0.001036829],"domain_scores_gemma":[0.8067881,0.102245,0.009142031,0.01293722,0.055028,0.01385955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002068706,0.000377096,0.002350832,0.001112213,0.00005788738,0.002436639,0.1709222,0.00118492,0.009556648,0.1515313,0.2935717,0.3666918],"study_design_scores_gemma":[0.00003192956,0.0002500516,0.001163384,0.001077831,0.0000289074,0.001100612,0.03759016,0.00096311,0.002793626,0.0378103,0.9170393,0.0001508106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0759804,0.01915695,0.3695744,0.2408013,0.09036469,0.009962828,0.0007307589,0.003762699,0.1896658],"genre_scores_gemma":[0.1799369,0.01376345,0.5763112,0.01886605,0.01456995,0.00396063,0.0009816986,0.005611005,0.1859991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9746644,"threshold_uncertainty_score":0.3751487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575894651306656,"score_gpt":0.2759075128804646,"score_spread":0.260148566367398,"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."}}