{"id":"W2066333894","doi":"10.1002/ibd.21197","title":"When expression is not enough","year":2009,"lang":"en","type":"letter","venue":"Inflammatory Bowel Diseases","topic":"Linguistic Education and Pedagogy","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Expression (computer science); Computational biology; Computer science; Medicine; Biology; Programming language","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":[0.006096079,0.0004605256,0.0009590581,0.0005374477,0.007917544,0.007635851,0.001596019,0.03666861,0.01269078],"category_scores_gemma":[0.03593273,0.0003706467,0.0009615046,0.0003887383,0.01074823,0.008943773,0.005121262,0.0535357,0.005697973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004026733,"about_ca_system_score_gemma":0.004721758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005174366,"about_ca_topic_score_gemma":0.01015919,"domain_scores_codex":[0.9909204,0.003448891,0.0007288138,0.0007127774,0.002331655,0.001857399],"domain_scores_gemma":[0.9881517,0.007308031,0.0006998018,0.0005505226,0.001687468,0.001602362],"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":[0.00006406977,0.00004796476,0.0008287351,0.0001261456,0.00002282925,0.008013539,0.004595848,0.00003623064,0.000444319,0.05903034,0.8952697,0.03152039],"study_design_scores_gemma":[0.00004363803,0.00003516589,0.0005921715,0.00086553,0.00002502182,0.007797932,0.01339581,0.0001224594,0.0002961771,0.05595515,0.9208198,0.00005114781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006701939,0.00167195,0.0001872894,0.9713281,0.01182462,0.000004820095,0.000007308939,0.0000185,0.01428724],"genre_scores_gemma":[0.02016573,0.00138507,0.000341575,0.9415831,0.01438877,0.00002501095,0.00001339017,0.00005172938,0.0220457],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03666861,"threshold_uncertainty_score":0.0424549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04177849128310739,"score_gpt":0.2717516522499098,"score_spread":0.2299731609668024,"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."}}