{"id":"W4412622574","doi":"10.59350/fzmd7-e8b54","title":"PKP 2017 Sprint Report: Open Typesetting Stack","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stack (abstract data type); Sprint; Computer science; Programming language; Software engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.03592232,0.002154989,0.001592925,0.004060491,0.00455219,0.01407254,0.00539238,0.002447324,0.1654655],"category_scores_gemma":[0.05106328,0.001934024,0.001921176,0.005060486,0.002772489,0.009409154,0.007103855,0.007860425,0.1415995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007156992,"about_ca_system_score_gemma":0.02870382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06623806,"about_ca_topic_score_gemma":0.05651361,"domain_scores_codex":[0.9798715,0.002477526,0.0009570079,0.001328043,0.01235165,0.003014251],"domain_scores_gemma":[0.9348771,0.008996327,0.001510795,0.01344778,0.03367311,0.007494967],"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":[0.0005407493,0.0002230993,0.0006481997,0.0001344974,0.00002093873,0.0002267704,0.0003443823,0.0005462987,0.003403251,0.01001043,0.9343334,0.04956789],"study_design_scores_gemma":[0.0001729947,0.0001302896,0.001635633,0.0001074138,0.00001944439,0.0001656004,0.0003189936,0.004083744,0.01693322,0.007202488,0.9690716,0.0001586296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.01634102,0.0008612794,0.283354,0.02020697,0.0159558,0.003287947,0.0748053,0.3773492,0.2078384],"genre_scores_gemma":[0.04935969,0.001389359,0.2003105,0.003228134,0.002254844,0.002713413,0.1641622,0.1814601,0.3951218],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9946076,"threshold_uncertainty_score":0.5535371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3602085626550023,"score_gpt":0.5345776614965908,"score_spread":0.1743690988415885,"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."}}