{"id":"W2605735265","doi":"10.23907/2014.063","title":"Principles for Sound Scientific Writing","year":2014,"lang":"en","type":"article","venue":"Academic Forensic Pathology","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Copying; Reading (process); Subject (documents); Computer science; Epistemology; Linguistics; World Wide Web; Law; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002858054,0.0001931225,0.00028886,0.0001757612,0.001000417,0.0002482382,0.0004527548,0.0002992682,0.0001067721],"category_scores_gemma":[0.001686473,0.0001769494,0.0001126656,0.00005574097,0.001093866,0.0004126254,0.000125648,0.0007580776,0.00008395757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003127255,"about_ca_system_score_gemma":0.0000425636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001217428,"about_ca_topic_score_gemma":0.00004087316,"domain_scores_codex":[0.9979827,0.000102616,0.0005507231,0.0005111599,0.0001935014,0.0006592693],"domain_scores_gemma":[0.9985528,0.0006442104,0.0002506787,0.0002688405,0.0001852445,0.000098202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000831465,0.000005914191,0.001021547,0.00004096479,0.000007334874,0.000001646907,0.008027869,0.000009812635,0.0003363751,0.9592183,0.01779735,0.01352459],"study_design_scores_gemma":[0.0003990561,0.00006427354,0.0001736605,0.00005243404,0.00002979541,0.00005358492,0.002223656,0.001498854,0.000163128,0.1310146,0.864065,0.000261904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9021927,0.0007345044,0.004725211,0.003787717,0.003803554,0.0003891215,0.00008319099,0.0004404501,0.08384353],"genre_scores_gemma":[0.9831007,0.000008980634,0.001408306,0.001737893,0.004639202,0.00006627751,0.0001019056,0.00004092115,0.008895841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8462676,"threshold_uncertainty_score":0.7694499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07858892282669191,"score_gpt":0.2804564889140451,"score_spread":0.2018675660873532,"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."}}