{"id":"W2093706303","doi":"10.1109/mcs.2007.911269","title":"CSS Member activities - From senior to quarter","year":2008,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; Geography; Archaeology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002478377,0.001312398,0.0009615549,0.002982483,0.002957962,0.006487516,0.0008469243,0.002921407,0.4838798],"category_scores_gemma":[0.003426579,0.0004147124,0.0007032017,0.001705261,0.0005213062,0.001856894,0.002817628,0.002056218,0.4533947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541185,"about_ca_system_score_gemma":0.004963295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004991677,"about_ca_topic_score_gemma":0.01119364,"domain_scores_codex":[0.9983789,0.0001178756,0.0000568564,0.0001787551,0.0008528822,0.0004146982],"domain_scores_gemma":[0.9884891,0.0002746638,0.0002603666,0.0004586831,0.005631429,0.004885705],"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":[0.00007116154,0.0001036372,0.0009773328,0.0000610178,0.00000447856,0.00003478238,0.00003975358,0.00006318087,0.000910199,0.0008035607,0.9485677,0.04836316],"study_design_scores_gemma":[0.00001992361,0.0001045039,0.006134662,0.00007366455,0.000009591505,0.00007112038,0.0003139146,0.0004025643,0.0007178597,0.0005038762,0.9916366,0.00001178401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009164042,0.001360061,0.003220623,0.03014638,0.06065654,0.0004403377,0.004623493,0.001862997,0.8885255],"genre_scores_gemma":[0.00603367,0.0003921289,0.0002118482,0.001074877,0.002401124,0.0000584701,0.0007411673,0.0002063726,0.9888804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4838798,"threshold_uncertainty_score":0.7361828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1747502340677222,"score_gpt":0.4065926999470367,"score_spread":0.2318424658793145,"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."}}