{"id":"W2052670133","doi":"10.1016/j.jasms.2003.12.010","title":"To the letter","year":2004,"lang":"en","type":"letter","venue":"Journal of the American Society for Mass Spectrometry","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001453214,0.001059805,0.0007984705,0.0009868799,0.002356559,0.004684783,0.001418378,0.007096641,0.6346921],"category_scores_gemma":[0.01585029,0.0003712969,0.0009111384,0.0005662708,0.0008535755,0.003293188,0.002114283,0.006116618,0.5560663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448353,"about_ca_system_score_gemma":0.002380569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429245,"about_ca_topic_score_gemma":0.002176729,"domain_scores_codex":[0.9980717,0.0003321548,0.0001484756,0.0003847782,0.0007232896,0.0003395788],"domain_scores_gemma":[0.9956469,0.0008487819,0.0002065526,0.0004176789,0.001895006,0.0009851449],"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":[0.00001733406,0.00001325918,0.00008428501,0.00003073657,0.000001893413,0.00009864532,0.00002043358,0.000006083952,0.00004244997,0.0009531358,0.9842582,0.01447355],"study_design_scores_gemma":[0.000007504478,0.00001171494,0.0001424683,0.00005288277,0.000001817108,0.0002427562,0.00007319017,0.0000163966,0.00005730131,0.0005749848,0.9988145,0.000004418755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001103643,0.004753289,0.0009258725,0.2292472,0.3019101,0.0003141924,0.001940611,0.001407001,0.4583981],"genre_scores_gemma":[0.004932769,0.002286538,0.0005122617,0.1024355,0.03304384,0.0001189671,0.0008330361,0.0004431538,0.8553939],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6346921,"threshold_uncertainty_score":0.5210674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229503268774972,"score_gpt":0.2654388255501105,"score_spread":0.2531437928623608,"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."}}