{"id":"W2346581118","doi":"10.1145/2851581.2890630","title":"EMIE","year":2016,"lang":"en","type":"article","venue":"","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Expansive; Autonomy; Service (business); Business; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002330317,0.00002800579,0.0000472819,0.0000172484,0.0002015082,2.290926e-7,0.0001411582,0.0000871462,0.007767017],"category_scores_gemma":[0.0002620242,0.00001383986,0.00001293513,0.00003690072,0.0001144603,0.00002279837,0.0001127559,0.0001086048,0.003741054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005237851,"about_ca_system_score_gemma":0.00004002336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009630105,"about_ca_topic_score_gemma":0.00005587639,"domain_scores_codex":[0.9995564,0.000110959,0.0001165212,0.00007002769,0.00002991965,0.0001162368],"domain_scores_gemma":[0.9990651,0.0003803301,0.00003183349,0.0004447793,0.00005247716,0.00002548238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007388629,0.0000232599,0.5989551,0.000004052398,0.000005011549,1.718614e-7,0.0000439767,1.098683e-9,0.00231746,0.2441052,0.107379,0.04715932],"study_design_scores_gemma":[0.0003050772,0.000009121692,0.371542,0.00001943603,0.000001371031,1.282584e-7,0.0002293517,7.09463e-7,0.0003124874,0.007941695,0.6195996,0.00003904035],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06536113,0.00002110375,0.02223305,0.04952563,0.0001926881,0.0002186997,0.000003557846,0.0006542456,0.8617899],"genre_scores_gemma":[0.9425848,0.00002262921,0.001232814,0.001366284,0.00001687706,0.00006444896,3.678654e-7,0.000002871732,0.05470892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8772237,"threshold_uncertainty_score":0.9970347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252065574960174,"score_gpt":0.4925965268323878,"score_spread":0.3673899693363704,"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."}}