{"id":"W226399709","doi":"","title":"The writing is on the wall.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00432236,0.000700093,0.001523427,0.008552385,0.00596528,0.02238127,0.001536424,0.004108228,0.2766811],"category_scores_gemma":[0.03534829,0.0008080432,0.0007682724,0.008311568,0.003936118,0.01308678,0.004756965,0.004246276,0.2761107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002358886,"about_ca_system_score_gemma":0.011869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003169801,"about_ca_topic_score_gemma":0.006661471,"domain_scores_codex":[0.9944094,0.000878948,0.0009589858,0.0004515802,0.002786974,0.0005141717],"domain_scores_gemma":[0.9624847,0.007108641,0.002205223,0.003574804,0.01899778,0.005628812],"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":[0.00002278925,0.000009740024,0.00007628381,0.0003242166,0.000005489439,0.00006546572,0.0001188824,0.000005079182,0.0001730399,0.007334625,0.9513987,0.04046562],"study_design_scores_gemma":[0.000004695463,0.000008871259,0.0002302187,0.0004494717,0.000003888164,0.00008182737,0.0002881648,0.000006519589,0.00008243274,0.001529395,0.997308,0.000006536061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001103342,0.02644226,0.001338043,0.1054681,0.2118496,0.0001630687,0.002619708,0.001169069,0.6498468],"genre_scores_gemma":[0.009439826,0.02162998,0.002171696,0.02988585,0.03717789,0.0001779902,0.002675334,0.0007700638,0.8960714],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2766811,"threshold_uncertainty_score":0.9255904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04596414260906451,"score_gpt":0.1980511200508284,"score_spread":0.1520869774417639,"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."}}